{"id":"W4400447758","doi":"10.32376/d895a0ea.f76fdf03","title":"Borderline Cases: Crossing Borders in Canadian Communication Studies, 1960s–1980s","year":2024,"lang":"en","type":"article","venue":"History of Media Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Geography; Telecommunications; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001100221,0.0001060593,0.0003073148,0.001013185,0.0008558198,0.00005911127,0.0002284596,0.00008052541,0.0001277086],"category_scores_gemma":[0.001915735,0.0001367237,0.00006826671,0.0004103614,0.004146644,0.0002234261,0.00003856581,0.0002119362,0.00002803017],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01612373,"about_ca_system_score_gemma":0.008572543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9860251,"about_ca_topic_score_gemma":0.9999315,"domain_scores_codex":[0.9986549,0.0001758878,0.0003101811,0.0002102077,0.0002867024,0.0003621227],"domain_scores_gemma":[0.9987513,0.0005965061,0.00006840754,0.0002144548,0.0001860857,0.000183178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005272781,0.00001728488,0.0003210516,0.0001978345,0.0001008026,0.0001259055,0.5574782,0.000004610769,0.00000554158,0.007447218,0.4165176,0.01777866],"study_design_scores_gemma":[0.000100289,0.00001094616,0.000517811,0.0002684184,0.00003207249,0.000001183567,0.06306788,0.000006609935,2.789789e-7,0.0003377781,0.9355319,0.0001248217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02643259,0.9416376,5.754522e-7,0.005584524,0.004477464,0.0001883864,0.00003352512,0.00006646119,0.0215789],"genre_scores_gemma":[0.864548,0.1078248,0.0002474352,0.0005445933,0.0003601021,0.00006649034,0.00001856136,0.00003334205,0.02635668],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8381155,"threshold_uncertainty_score":0.9985635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0700072257433252,"score_gpt":0.3506794654854006,"score_spread":0.2806722397420754,"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."}}