{"id":"W2995966722","doi":"10.22230/cjc.2019v44n4a3409","title":"The Rise of Documentary Filmmaking in Communication Studies","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Filmmaking; Documentary film; Media studies; Advertising; Political science; Sociology; History; Public relations; Art history; Business; Movie theater","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02626237,0.0007202671,0.00107005,0.006470576,0.02166839,0.02968539,0.003111676,0.01342393,0.006620211],"category_scores_gemma":[0.06828909,0.0006396171,0.0004160187,0.007934717,0.05842863,0.01442663,0.006766485,0.01594539,0.000543159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02642531,"about_ca_system_score_gemma":0.01086965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06302241,"about_ca_topic_score_gemma":0.07674221,"domain_scores_codex":[0.9671942,0.02118213,0.001086465,0.00246545,0.006144173,0.001927631],"domain_scores_gemma":[0.7762388,0.1921948,0.009072375,0.005472225,0.01210099,0.004920754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000482775,0.00002860705,0.0007678138,0.000636472,0.00001601542,0.000446214,0.1970189,0.0001217369,0.000280867,0.7277024,0.04760729,0.02532537],"study_design_scores_gemma":[0.00002843339,0.00004828945,0.002949405,0.003592679,0.00002400144,0.0006106356,0.09981586,0.0002523528,0.000501291,0.05491943,0.8371751,0.00008262293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.03372011,0.1370935,0.003870068,0.5742421,0.01204055,0.00004820661,0.0001376119,0.00007801404,0.2387699],"genre_scores_gemma":[0.8267936,0.06894095,0.002575874,0.04953169,0.03161735,0.0001571801,0.00008295293,0.0003284202,0.01997209],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9703146,"threshold_uncertainty_score":0.19173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02606391660971438,"score_gpt":0.2613370191486593,"score_spread":0.2352731025389449,"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."}}