{"id":"W4255039372","doi":"10.4000/books.pum.4966","title":"Introduction","year":2014,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0009355369,0.0008326854,0.0005275237,0.001519502,0.006090134,0.00637133,0.002109162,0.002953321,0.3190252],"category_scores_gemma":[0.002361946,0.0003188417,0.0004795728,0.002028187,0.002956037,0.003234392,0.002919677,0.002430365,0.1100498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0146305,"about_ca_system_score_gemma":0.01688912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3262454,"about_ca_topic_score_gemma":0.4218557,"domain_scores_codex":[0.9987411,0.0001072113,0.0000326957,0.0002609844,0.000596349,0.0002616473],"domain_scores_gemma":[0.9988803,0.00009965205,0.00003148888,0.0001104794,0.0006708745,0.0002072671],"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":[0.00002295041,0.00001976944,0.0002898434,0.0001550515,0.000003022922,0.0001202883,0.001476499,0.00007771373,0.0002093753,0.1284738,0.7715575,0.09759407],"study_design_scores_gemma":[8.891342e-7,0.000001845665,0.0001308015,0.00006237867,5.792597e-7,0.00002849847,0.0001597806,0.000007893201,0.00002099249,0.001361688,0.9982222,0.000002401945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006219278,0.005598958,0.001185007,0.006310829,0.002564444,0.00008294815,0.001154714,0.0002465492,0.9822347],"genre_scores_gemma":[0.005019857,0.002839554,0.000792778,0.002044047,0.000372058,0.00004301334,0.0005911239,0.0001263459,0.9881712],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6737546,"threshold_uncertainty_score":0.9713279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006673615687558171,"score_gpt":0.1594123163715527,"score_spread":0.1527387006839945,"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."}}