{"id":"W7140101024","doi":"10.64555/108pbx97","title":"Obituary: Scott Crosbie","year":2013,"lang":"","type":"article","venue":"Central Valley Birds","topic":"Education, Technology, and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital Regional District","funders":"","keywords":"Subject (documents); Embodied cognition; Exposition (narrative)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0004531628,0.0004933068,0.0003693705,0.00009260006,0.0006651088,0.0002860693,0.001116509,0.0008333256,0.05733356],"category_scores_gemma":[0.00021183,0.0004887014,0.0002179353,0.000608656,0.002057331,0.0009710728,0.0004391429,0.001006057,0.01918101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006657531,"about_ca_system_score_gemma":0.0002138858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003542093,"about_ca_topic_score_gemma":0.0005451242,"domain_scores_codex":[0.995911,0.0001204434,0.0006266125,0.0009364387,0.0006219895,0.001783527],"domain_scores_gemma":[0.9979355,0.0001045371,0.0002046271,0.001016896,0.00005564036,0.0006827449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002304296,0.001588306,0.6314565,0.0001885519,0.000155395,0.00001692669,0.00927098,0.0004436386,0.02025078,0.008293777,0.2644873,0.0638248],"study_design_scores_gemma":[0.0007347232,0.0002660818,0.8617567,0.0001137058,0.00008817424,0.0000283803,0.002848984,0.000986892,0.006317598,0.01555132,0.1102552,0.001052302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369028,0.002080454,0.0004039668,0.02924499,0.005569764,0.001134477,0.00002779675,0.0004132497,0.02422247],"genre_scores_gemma":[0.9854772,0.003633762,0.001219314,0.001368615,0.0005040262,0.0000529849,0.00001198752,0.00006843568,0.007663661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2303002,"threshold_uncertainty_score":0.9997565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218234840533019,"score_gpt":0.2609388907421712,"score_spread":0.238756542336841,"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."}}