{"id":"W4229645525","doi":"10.14324/111.444.ljcs.2017v32.001","title":"Introduction","year":2017,"lang":"en","type":"article","venue":"London Journal of Canadian Studies","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005014307,0.00008273686,0.0003344438,0.001087598,0.0008449254,0.001356915,0.002330733,0.00005600226,0.0001527378],"category_scores_gemma":[0.03073553,0.00005345242,0.0000983115,0.0003227553,0.0002116623,0.002565801,0.0001194721,0.0003436278,0.00007770433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001122667,"about_ca_system_score_gemma":0.0003493557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008458608,"about_ca_topic_score_gemma":0.07155816,"domain_scores_codex":[0.9980676,0.00008466901,0.0005922442,0.0001564186,0.0008738537,0.0002251959],"domain_scores_gemma":[0.9965675,0.0002492779,0.001039993,0.0004799588,0.001325999,0.0003372568],"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":[0.0000106113,0.000002222012,0.01615054,0.000001163088,0.00005655164,0.0000465665,0.000461353,0.00001493122,0.00001334194,0.001420271,0.9256916,0.05613083],"study_design_scores_gemma":[0.0002023872,0.00003399726,0.03475715,0.00001922863,0.00001480147,0.0001161145,0.002316614,0.000004985466,0.0001423547,0.01377393,0.9485474,0.00007104703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5432563,0.01192895,0.0001245721,0.3778919,0.01281301,0.00009534879,0.00001303868,0.000007789071,0.0538691],"genre_scores_gemma":[0.9851483,0.001069306,0.0002792767,0.0006294317,0.003455464,6.031764e-7,1.319568e-7,0.00000569487,0.009411787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.441892,"threshold_uncertainty_score":0.9996797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1599900684030049,"score_gpt":0.4275015656290791,"score_spread":0.2675114972260742,"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."}}