{"id":"W6945203247","doi":"10.25316/ir-15360","title":"The Hunter family","year":2004,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001346808,0.0006875715,0.0005162891,0.001317279,0.0004185386,0.0001099656,0.001192038,0.0005694714,0.0009184228],"category_scores_gemma":[0.00002467923,0.0005486285,0.0003212932,0.001413218,0.0004436671,0.0001609675,0.0003215607,0.0006428736,0.006987691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007331177,"about_ca_system_score_gemma":0.0004311308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015804,"about_ca_topic_score_gemma":0.01457382,"domain_scores_codex":[0.9975171,0.0001533293,0.0001473468,0.0007613092,0.0006020298,0.0008188755],"domain_scores_gemma":[0.9980382,0.00008920915,0.0003961048,0.00117695,0.00009099089,0.0002085194],"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":[0.0001000474,0.00005359654,0.000005628921,0.00002914695,0.0002947328,0.0002727949,0.0001147846,0.00002869066,0.00003871915,0.003338428,0.9954539,0.0002695359],"study_design_scores_gemma":[0.001902203,0.00005788545,0.00001174702,0.0002661652,0.0002034592,0.000003134003,0.0009811202,0.000005140344,0.00001109839,0.0000743528,0.9957712,0.000712448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003669499,0.0008104007,0.000403152,0.0001372372,0.002261801,0.0005785451,0.0005305039,0.0008297725,0.9944449],"genre_scores_gemma":[0.0002466356,0.0007199663,0.0001439031,0.00009640193,0.0004785183,0.000001473371,0.000003475878,0.001174848,0.9971348],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01355802,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00832890122317705,"score_gpt":0.1982584379715988,"score_spread":0.1899295367484218,"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."}}