{"id":"W4243169452","doi":"10.32920/ryerson.14666325","title":"Nature Dazzles","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Toronto Metropolitan University","funders":"","keywords":"Ethnography; Sociology; Reflexivity; Gender studies; Representation (politics); Documentary film; Media studies; Political science; Politics; Social science; Anthropology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006055777,0.0006336657,0.0003924052,0.0009846911,0.004985412,0.005991647,0.0008608514,0.001795247,0.2694906],"category_scores_gemma":[0.002206594,0.0002144115,0.0004058424,0.0009478169,0.002433039,0.002492945,0.002910488,0.002669391,0.06607206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005008435,"about_ca_system_score_gemma":0.005129364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1524401,"about_ca_topic_score_gemma":0.3251066,"domain_scores_codex":[0.999243,0.00006374256,0.00001765928,0.0001158345,0.000397586,0.0001621503],"domain_scores_gemma":[0.9989999,0.00009560071,0.00004028183,0.000129281,0.0003740453,0.0003609485],"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":[0.00004399421,0.00001173648,0.0005428722,0.0001186448,0.000006895589,0.000165717,0.001149668,0.00003422576,0.000830383,0.02458948,0.897227,0.07527936],"study_design_scores_gemma":[9.446181e-7,0.000002428602,0.0002553056,0.00002516054,0.000001212707,0.00002683933,0.0002655877,0.000004203994,0.0000321142,0.0004830144,0.9989011,0.00000207077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003215917,0.01691914,0.001261362,0.06280435,0.03446495,0.00007988245,0.002048171,0.0009071121,0.8782992],"genre_scores_gemma":[0.01414028,0.006123274,0.0006584759,0.008944223,0.0027725,0.00002519237,0.0006238482,0.000320936,0.9663913],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2694906,"threshold_uncertainty_score":0.901536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03495447116737989,"score_gpt":0.3690546044338123,"score_spread":0.3341001332664324,"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."}}