{"id":"W7161719313","doi":"10.59236/emro.v27i5a532","title":"Knit's Island","year":2025,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shot (pellet); Commit; Dance; Identity (music); Video game; Feature film; Movie theater; Documentary film","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001073041,0.0003102027,0.0006595487,0.0001960967,0.0001651876,0.0001640984,0.0006325666,0.0001771494,0.0187993],"category_scores_gemma":[0.006942258,0.0002742354,0.0003061532,0.001383326,0.0005149266,0.0003112878,0.0001015126,0.0003382112,0.003712468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169904,"about_ca_system_score_gemma":0.003264509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006783995,"about_ca_topic_score_gemma":0.001763129,"domain_scores_codex":[0.9971717,0.0003095526,0.0009578457,0.0005079732,0.0005366656,0.0005162614],"domain_scores_gemma":[0.9973733,0.00120797,0.0003137886,0.0004054995,0.000298619,0.0004008654],"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":[0.000006957614,0.0008600618,0.0003913668,0.0002080355,0.00003387552,5.872469e-7,0.002934346,2.799759e-7,0.000002338477,0.03077441,0.2288023,0.7359855],"study_design_scores_gemma":[0.0002451082,0.0000207851,0.004150715,0.001220144,0.0001136092,8.741826e-7,0.0009806756,0.000007333281,0.000001386276,0.005863326,0.9871553,0.0002407334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001412977,0.2424903,0.00002435356,0.1234183,0.01355326,0.001206707,0.0003262538,0.00002475235,0.617543],"genre_scores_gemma":[0.005573062,0.1757272,0.001355792,0.00488528,0.00834895,0.0001599836,0.0008103981,0.00002121345,0.8031182],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7583531,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03605964808896584,"score_gpt":0.3734559646111842,"score_spread":0.3373963165222184,"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."}}