{"id":"W4401382311","doi":"10.3138/ijcs-2024-intro-en","title":"Foreword","year":2024,"lang":"en","type":"article","venue":"International Journal of Canadian Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003655257,0.00009246302,0.0001529224,0.002587387,0.00003846282,0.00008859883,0.0003536828,0.0000241675,0.0001657044],"category_scores_gemma":[0.0003434081,0.00007453885,0.0001371624,0.0003894573,0.0000789335,0.0003250445,0.00002769843,0.0001834763,0.0006182526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008334676,"about_ca_system_score_gemma":0.0006034442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008636067,"about_ca_topic_score_gemma":0.190264,"domain_scores_codex":[0.9988678,0.00002041621,0.0003351188,0.00008173413,0.000519563,0.0001753786],"domain_scores_gemma":[0.998482,0.0001199488,0.00008805803,0.00005195117,0.00106117,0.0001968271],"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":[0.00003921743,0.00001094821,0.001455651,0.00001406837,0.004329879,0.005178265,0.002395922,0.00008719744,0.0003431417,0.06056653,0.8945974,0.03098185],"study_design_scores_gemma":[0.0001690832,0.00004068065,0.001956095,0.0002920466,0.00004881475,0.0008958942,0.0010111,0.00007989045,0.0001948115,0.005266953,0.989953,0.00009164878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5827873,0.1733727,0.0002846285,0.08475716,0.04957599,0.0002508577,0.00138829,0.0001739358,0.1074091],"genre_scores_gemma":[0.9957179,0.0007295568,0.0003786909,0.0004296231,0.001385677,0.000001601596,0.000001548792,0.00002715401,0.00132827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4129305,"threshold_uncertainty_score":0.9979655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06967725335478464,"score_gpt":0.3776212528114616,"score_spread":0.307943999456677,"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."}}