{"id":"W3206505123","doi":"10.7202/1082222ar","title":"Jenn Thornhill Verma. Cod Collapse: The Rise and Fall of Newfoundland’s Saltwater Cowboys","year":2021,"lang":"en","type":"article","venue":"Newfoundland and Labrador Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000374883,0.0001235374,0.0003097556,0.00009288322,0.001542383,0.0002558205,0.0001152166,0.00007624021,0.00007484679],"category_scores_gemma":[0.0001732497,0.0001005696,0.00005655985,0.0002385215,0.001545812,0.0001497058,0.0001070825,0.0001227441,0.00001165445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934251,"about_ca_system_score_gemma":0.0003015974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2543596,"about_ca_topic_score_gemma":0.9687144,"domain_scores_codex":[0.998843,0.0001803146,0.0002008974,0.0002449323,0.0002590044,0.0002718441],"domain_scores_gemma":[0.999185,0.0002547003,0.0000824003,0.0001627981,0.0001879122,0.00012714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002491238,0.0002989234,0.2883894,0.0007544243,0.001472093,0.0003248666,0.3465366,0.000006030275,0.000474772,0.1388436,0.123758,0.09889213],"study_design_scores_gemma":[0.0005727771,0.00003917417,0.05215321,0.00004493054,0.00009150741,0.00001046216,0.01669913,0.000002472633,0.000002642342,0.001107244,0.9291251,0.0001512966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8860583,0.08786207,0.000002973299,0.008005655,0.0007778124,0.0002211995,0.00007286778,0.0000369361,0.01696219],"genre_scores_gemma":[0.9128278,0.04932724,0.00005380021,0.000396282,0.0004646052,0.0000167503,0.000005972372,0.00001593595,0.03689165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8053672,"threshold_uncertainty_score":0.9997575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060149060188338,"score_gpt":0.2751373469358783,"score_spread":0.2545358563339949,"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."}}