{"id":"W4415619059","doi":"10.54254/2753-7064/2025.ht28554","title":"Focus on the Transformation of Female Relationships - The Screen Portrayals from \"Comet Woman\" to \"Miss Bird\"","year":2025,"lang":"","type":"article","venue":"Communications in Humanities Research","topic":"Gender and Women's Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Maple Leaf Foods","funders":"","keywords":"Perception; Focus (optics); Focus group; Foundation (evidence); Content analysis; Social change; Discourse analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.0106163,0.0002066785,0.0003183675,0.001043273,0.007462196,0.0004667422,0.005639055,0.0001974789,0.0006522034],"category_scores_gemma":[0.001264686,0.0001438986,0.0001406245,0.00335478,0.003080603,0.0003326096,0.0007711574,0.001987661,0.000158403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004346179,"about_ca_system_score_gemma":0.0006927904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01907091,"about_ca_topic_score_gemma":0.07413371,"domain_scores_codex":[0.9886383,0.008134485,0.0009821577,0.0003160042,0.001289368,0.0006397328],"domain_scores_gemma":[0.9826578,0.0129627,0.0001503435,0.003428623,0.0007161575,0.00008431787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003701852,0.0002480413,0.001736996,0.00002007783,0.00006449219,2.79382e-7,0.2140478,0.00003962668,0.00001975217,0.7793317,0.001861806,0.00259242],"study_design_scores_gemma":[0.0004011189,0.0001521944,0.04744411,0.0005380939,0.00003890416,1.645922e-7,0.4627396,0.0003905855,0.0004014357,0.3680307,0.119618,0.0002451641],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1602166,0.003307286,0.0001454665,0.09102861,0.0001719914,0.003049384,0.0001751148,0.00005340306,0.7418521],"genre_scores_gemma":[0.9903231,0.002900325,0.0001199998,0.0002797741,0.00005979914,0.0005373442,0.0000300184,0.00002112939,0.005728498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8301065,"threshold_uncertainty_score":0.9997409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4429833805671557,"score_gpt":0.4606458002486537,"score_spread":0.01766241968149801,"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."}}