{"id":"W3157521913","doi":"10.3138/cjfs-2020-0050","title":"Playful Visions: Optical Toys and the Emergence of Children’s Media Culture","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Film Studies","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Vision; Aesthetics; Media culture; Sociology; Art; Visual arts; Media studies; Anthropology","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":[],"consensus_categories":[],"category_scores_codex":[0.002757595,0.0003015588,0.0002100939,0.001621277,0.003545277,0.01027942,0.0008047543,0.001014235,0.005958905],"category_scores_gemma":[0.008242223,0.0004038184,0.0002129401,0.0008184937,0.01264876,0.004792346,0.004771147,0.00222356,0.0002608827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002810204,"about_ca_system_score_gemma":0.002142115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01556369,"about_ca_topic_score_gemma":0.0201242,"domain_scores_codex":[0.9983392,0.0006766076,0.00005430919,0.0002079241,0.0003445335,0.000377495],"domain_scores_gemma":[0.9961087,0.001686742,0.0007728323,0.0002661231,0.0005414439,0.0006241804],"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":[0.0001430884,0.0001461795,0.03184788,0.0001514518,0.00002127992,0.001188969,0.7424342,0.0001166801,0.006114888,0.1782335,0.002277815,0.03732407],"study_design_scores_gemma":[0.0000326774,0.0001583689,0.08990366,0.0004624888,0.00004493755,0.001760519,0.7440688,0.000410395,0.003821836,0.03044144,0.1287897,0.0001051927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8518307,0.001678323,0.00214608,0.003770981,0.00008740542,0.00002399039,0.00006584922,0.00003759626,0.140359],"genre_scores_gemma":[0.9976507,0.0002522765,0.0003585626,0.00007577409,0.000007039476,0.00001065171,0.00000912728,0.00001253325,0.001623342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01556369,"threshold_uncertainty_score":0.0309462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02212862076176875,"score_gpt":0.2930221803958744,"score_spread":0.2708935596341057,"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."}}