{"id":"W6889786089","doi":"10.26181/26197628.v1","title":"Backwaters","year":2024,"lang":"en","type":"article","venue":"La Trobe University","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Contemplation; Quarter (Canadian coin); Block (permutation group theory)","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":[],"consensus_categories":[],"category_scores_codex":[0.000158374,0.00003026676,0.00003510747,0.0000199744,0.0003095467,0.00002521661,0.0001007878,0.00006066373,0.0006419897],"category_scores_gemma":[0.000005453584,0.00003371554,0.00006060121,0.0001357707,0.0002021133,0.0001719452,0.0000131888,0.00008385607,0.0001808057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001953696,"about_ca_system_score_gemma":0.00006358384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000746964,"about_ca_topic_score_gemma":0.0001634293,"domain_scores_codex":[0.9996078,0.00009674977,0.00002014921,0.00009123536,0.00007770618,0.0001063537],"domain_scores_gemma":[0.9998432,0.000041338,0.000005091626,0.00004435281,0.000007820346,0.00005821975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005843393,0.00001336678,0.001796503,0.00001282611,0.00002362416,0.0001822315,0.05086147,0.00001052946,0.00006199587,0.8472874,0.0989287,0.0008155276],"study_design_scores_gemma":[0.00003579151,0.000003259332,0.0008738157,0.000005963434,0.000009303424,2.874471e-7,0.006719935,0.000003788469,0.000005247246,0.0001684465,0.9921287,0.00004543836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2060335,0.00004709362,0.0007763969,0.001839751,0.0006896011,0.00007225938,0.00001123257,0.0004160973,0.790114],"genre_scores_gemma":[0.8561341,0.00004373712,0.0001517151,0.0000331433,0.00005695207,2.917751e-8,0.000001084758,0.000002030473,0.1435772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8932,"threshold_uncertainty_score":0.7029337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561513212950951,"score_gpt":0.2454169738024541,"score_spread":0.2298018416729446,"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."}}