{"id":"W3162050185","doi":"","title":"Thierry Warin, PhD: [Video] Powered and Data: Driven Platforms","year":2020,"lang":"en","type":"article","venue":"","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; HEC Montréal","funders":"","keywords":"Computer science; Computer graphics (images)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003928337,0.0006965121,0.0005485252,0.001691293,0.001878193,0.003393218,0.0008103136,0.002969232,0.03558508],"category_scores_gemma":[0.02182157,0.0003133322,0.0002724111,0.0006930319,0.001032553,0.002420823,0.001613353,0.004954171,0.01869736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002021717,"about_ca_system_score_gemma":0.006532691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009849433,"about_ca_topic_score_gemma":0.01684443,"domain_scores_codex":[0.9972035,0.0004519419,0.0001223742,0.0004647009,0.001522785,0.0002347744],"domain_scores_gemma":[0.982125,0.002733681,0.0004874926,0.0002515144,0.005674695,0.008727509],"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":[0.00004500461,0.00004417457,0.0006221036,0.00009135767,0.000004031524,0.0001158305,0.0003637346,0.00005758538,0.0003081801,0.002008008,0.9459864,0.05035359],"study_design_scores_gemma":[0.00003019472,0.00008701508,0.001115323,0.000463813,0.00001252181,0.0008567768,0.001258207,0.0003156716,0.0009244264,0.00272377,0.9921708,0.00004157579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003360956,0.0201372,0.007453536,0.8371913,0.07484396,0.0002529644,0.001088668,0.0006567326,0.0550148],"genre_scores_gemma":[0.04668888,0.0429302,0.007090931,0.1820957,0.03845105,0.0004435976,0.0005865783,0.0008044005,0.6809086],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03558508,"threshold_uncertainty_score":0.1190439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08299384262335528,"score_gpt":0.3196551148799749,"score_spread":0.2366612722566196,"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."}}