{"id":"W4387738197","doi":"10.53288/0442.1.00","title":"Widening Scripts","year":2023,"lang":"en","type":"book","venue":"Punctum Books","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"NSCAD University; Mount Saint Vincent University","funders":"Social Sciences and Humanities Research Council of Canada; Mount Saint Vincent University","keywords":"Precarity; Sociology; Commodification; Gender studies; Media studies","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004094095,0.0009424678,0.0004237807,0.001493262,0.006621073,0.01167784,0.001572124,0.002288909,0.05418373],"category_scores_gemma":[0.01564313,0.0005684805,0.0004814186,0.001561385,0.009083218,0.01212851,0.007906768,0.004061046,0.02057392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003640932,"about_ca_system_score_gemma":0.003648243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003203491,"about_ca_topic_score_gemma":0.003967748,"domain_scores_codex":[0.9908731,0.005841715,0.0004217532,0.0009879908,0.001212913,0.0006624516],"domain_scores_gemma":[0.99323,0.002449995,0.0003769343,0.001545916,0.001488621,0.0009084533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000548471,0.00004347917,0.0006955091,0.0001284809,0.000004912584,0.0005960826,0.06095962,0.0003305789,0.000729427,0.6967793,0.1449547,0.09472313],"study_design_scores_gemma":[0.000002976138,0.00001306586,0.0001296055,0.0001268206,0.000001898303,0.000240055,0.007169991,0.0002411847,0.0003446032,0.04296215,0.9487524,0.00001528689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01264093,0.001245741,0.06122005,0.01369283,0.001999705,0.0004786249,0.0007980806,0.002360233,0.9055638],"genre_scores_gemma":[0.3442171,0.002293006,0.07719023,0.00899475,0.000764566,0.001139598,0.002298271,0.004092577,0.5590099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05418373,"threshold_uncertainty_score":0.1812626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.183253386792245,"score_gpt":0.3000442314252776,"score_spread":0.1167908446330326,"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."}}