{"id":"W4236554313","doi":"10.3955/046.092.0509","title":"In MemoriamWilliam N. Laval 1922–2015","year":2019,"lang":"en","type":"article","venue":"Northwest Science","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.001061248,0.00005259034,0.00009444456,0.0005528526,0.0006400237,0.0003308198,0.000560556,0.00004582503,0.001099256],"category_scores_gemma":[0.0001362901,0.00006680022,0.000030252,0.001425936,0.00145398,0.0009257951,0.00004206543,0.0001139055,0.001514833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008468243,"about_ca_system_score_gemma":0.002758593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7452285,"about_ca_topic_score_gemma":0.9844537,"domain_scores_codex":[0.9985086,0.00003497771,0.0001190556,0.000282922,0.0006400941,0.0004143697],"domain_scores_gemma":[0.9994255,0.00003105501,0.00004080683,0.0002134666,0.00007483964,0.0002142806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001971614,0.0001891225,0.5954499,0.00002862292,0.000004646131,0.0001120574,0.06778805,0.0001275051,0.002263742,0.2803943,0.04689395,0.006728332],"study_design_scores_gemma":[0.0001143024,0.00001281413,0.1066824,0.000007157803,0.000001157175,8.62267e-7,0.0007405072,0.00001223352,0.00001358978,0.0004418179,0.8918662,0.0001069793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8539032,0.00008858516,0.000001244683,0.001418207,0.003778185,0.0001611649,0.000006510951,0.00003133673,0.1406115],"genre_scores_gemma":[0.9787686,0.00007042174,0.00005554112,0.0003555204,0.0002804828,0.000004220533,8.089927e-7,0.000004244192,0.02046011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8449723,"threshold_uncertainty_score":0.9998139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006613143378532184,"score_gpt":0.2586255063973293,"score_spread":0.2520123630187971,"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."}}