{"id":"W4387161796","doi":"10.48550/arxiv.2309.15733","title":"The informativeness of [C II] line-intensity mapping as a probe of the H I content and metallicity of galaxies at the end of reionization","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Canadian Institute for Theoretical Astrophysics; University of Toronto; Bishop's University","funders":"University of Toronto; Government of Ontario; Compute Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Reionization; Physics; Astrophysics; Galaxy; Metallicity; Halo; Sigma; Star formation; Astronomy; Redshift","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009207241,0.0002452175,0.0001939657,0.0005145214,0.0002559659,0.0009919518,0.00051944,0.000359629,0.001473415],"category_scores_gemma":[0.003050467,0.0002050038,0.0002711001,0.0003916539,0.0005312713,0.0007542019,0.0006701713,0.0004143122,0.0001848432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003947203,"about_ca_system_score_gemma":0.0001153277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002750052,"about_ca_topic_score_gemma":0.003290539,"domain_scores_codex":[0.999824,0.00004559794,0.000005308047,0.00005600192,0.00003588983,0.00003317963],"domain_scores_gemma":[0.9981371,0.0008856625,0.0003801002,0.0002804878,0.0001242332,0.0001924697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003671162,0.00003452372,0.9317682,0.00003337145,0.0001175047,0.00007882393,0.0002032699,0.01713556,0.03226835,0.00410212,0.0004019516,0.01348918],"study_design_scores_gemma":[0.0000127284,0.0001054237,0.9142383,0.00001021196,0.0000443816,0.0001097824,0.0001532958,0.06950406,0.011773,0.00345817,0.0005607806,0.000029925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990769,0.00003565598,0.005504242,0.0001094397,0.000003791426,0.000004292865,0.0002608056,0.00009157731,0.003221338],"genre_scores_gemma":[0.9990054,0.00001125791,0.0007058588,0.00001583388,0.000004088412,0.000001401689,0.0001333206,0.00001301217,0.0001097647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002750052,"threshold_uncertainty_score":0.005468071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09032897515951253,"score_gpt":0.2048580296941107,"score_spread":0.1145290545345981,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}