{"id":"W7036410076","doi":"","title":"Canadian Light Source Inc.","year":2025,"lang":"en","type":"other","venue":"California Digital Library","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001474785,0.000238976,0.000213865,0.0003903114,0.00009602679,0.0003916815,0.0004260108,0.0002903391,0.1422844],"category_scores_gemma":[0.000009438994,0.0002161755,0.00008901494,0.0001818869,0.000058626,0.0002828158,0.00003778997,0.0001811162,0.04442159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006328514,"about_ca_system_score_gemma":0.0004773209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03797143,"about_ca_topic_score_gemma":0.0345988,"domain_scores_codex":[0.9990817,0.0000157273,0.0001224468,0.0003105935,0.0001171567,0.0003524235],"domain_scores_gemma":[0.9992628,0.00003364193,0.00005693691,0.0002288537,0.000004099462,0.0004136683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000533466,0.000003245168,0.135135,0.0000251016,0.00002899346,0.00005536271,0.000002661591,0.000001242376,2.45181e-9,0.000007298931,0.8357488,0.02898695],"study_design_scores_gemma":[0.00008811427,0.00001141642,0.0005994788,0.00006192559,0.00001206383,0.00000470714,0.00001813041,0.00002311344,0.000001533793,0.00009643106,0.9988123,0.000270832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003417417,0.0009278959,0.00001075391,0.0006135184,0.0002800048,0.0001435891,0.06711961,0.0002801741,0.9305903],"genre_scores_gemma":[0.003513768,0.00004284674,0.000110611,0.002150653,0.0003779592,5.568145e-7,0.01626293,0.00004173622,0.9774989],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1630635,"threshold_uncertainty_score":0.9830173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007535196657744107,"score_gpt":0.1380427799968544,"score_spread":0.1305075833391103,"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."}}