{"id":"W4241472140","doi":"10.4000/books.pum.6985","title":"Incontestable","year":2014,"lang":"en","type":"book-chapter","venue":"Fabrications","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009013562,0.0007945085,0.0004942486,0.00161868,0.005840124,0.005836803,0.001621333,0.003072969,0.408019],"category_scores_gemma":[0.004182554,0.0004907084,0.0005762845,0.001361744,0.002028442,0.003610779,0.00353118,0.003998284,0.174489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007380459,"about_ca_system_score_gemma":0.005686449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1372792,"about_ca_topic_score_gemma":0.349688,"domain_scores_codex":[0.9983042,0.0001640057,0.00003783249,0.0002327129,0.0009316556,0.0003295165],"domain_scores_gemma":[0.9982485,0.0001219577,0.00004067636,0.0001518971,0.001182907,0.0002541659],"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":[0.00002812328,0.000014098,0.0002143128,0.00008525719,0.000003840796,0.0001228493,0.000632263,0.00002968236,0.0002063518,0.04833338,0.9071767,0.04315319],"study_design_scores_gemma":[0.000001150774,0.000002587953,0.0001244135,0.00004981933,8.301103e-7,0.00002309261,0.0001470182,0.000005017141,0.0000306184,0.000574404,0.9990391,0.000002031949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007698452,0.005076995,0.0003076513,0.01086642,0.01051225,0.00003981377,0.0006321458,0.0001762847,0.9716186],"genre_scores_gemma":[0.002531979,0.0008993333,0.00009226068,0.002211239,0.0003420347,0.000009914539,0.0001997871,0.00007195527,0.9936413],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8627207,"threshold_uncertainty_score":0.844389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184173015942476,"score_gpt":0.2325174270938303,"score_spread":0.2141001254995827,"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."}}