{"id":"W1527806833","doi":"10.22230/cjc.2000v25n1a1136","title":"Introduction: Communications Teaching and Research--Looking Forward from 2000","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Scholarship; Context (archaeology); Sociology; Communication studies; Action (physics); State (computer science); Media studies; Public relations; Action research; Political science; Social media; Social science; Pedagogy; Law; History; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002772048,0.00004657967,0.00010189,0.0001668791,0.0009994626,0.0002758277,0.0008415587,0.0000566697,0.0006093552],"category_scores_gemma":[0.0007151508,0.00004893494,0.00003388286,0.0001752057,0.0006984191,0.0005695186,0.00002952649,0.0006758175,0.00002458121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002661261,"about_ca_system_score_gemma":0.001091361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04074671,"about_ca_topic_score_gemma":0.1787566,"domain_scores_codex":[0.9984119,0.000866865,0.0002339569,0.00006355999,0.0002170838,0.0002066332],"domain_scores_gemma":[0.9982559,0.0003968705,0.00009377097,0.0005806902,0.0002414141,0.000431319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004816633,0.00001169864,0.0004631994,8.406678e-7,0.00001529704,0.000001336873,0.04540005,0.000005303737,0.00000792233,0.01801542,0.01176065,0.9243135],"study_design_scores_gemma":[0.00009451138,0.00001891815,0.001329475,0.00005222951,0.000008815146,0.000005410365,0.009132216,0.00001748865,0.000002648095,0.005067309,0.9842229,0.00004803278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1820593,0.01197202,0.00003475809,0.1095306,0.0001991704,0.0001596656,0.000015612,0.00001337207,0.6960155],"genre_scores_gemma":[0.9836841,0.003179561,0.003076387,0.0001861477,0.0005247465,0.000002432309,0.00001477707,0.000007728198,0.009324099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9724623,"threshold_uncertainty_score":0.965641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04342558723050525,"score_gpt":0.3450500148756303,"score_spread":0.301624427645125,"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."}}