{"id":"W3210419919","doi":"10.1080/10848770.2021.1997485","title":"The Readiness Is All","year":2021,"lang":"en","type":"article","venue":"The European Legacy","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Vanier College","funders":"","keywords":"Philosophy; Sociology; History; Classics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004085118,0.0006240089,0.0005836923,0.0007638519,0.007245687,0.01103527,0.001069181,0.002948783,0.02793388],"category_scores_gemma":[0.008807228,0.0003319261,0.0004739822,0.0007272526,0.0186796,0.0144081,0.01005637,0.009000468,0.01434037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002646159,"about_ca_system_score_gemma":0.007200088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004992992,"about_ca_topic_score_gemma":0.005383797,"domain_scores_codex":[0.9952778,0.001980433,0.0001210885,0.0006824849,0.0009053894,0.001032818],"domain_scores_gemma":[0.995602,0.0006533997,0.0002506143,0.0008131001,0.001128802,0.001551975],"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":[0.00004054104,0.00003826433,0.0008647356,0.0001090133,0.00001290974,0.0002601556,0.01354745,0.00006073928,0.0004761812,0.8134655,0.1343427,0.03678172],"study_design_scores_gemma":[0.000004350471,0.00002342224,0.0005472551,0.0001919726,0.00000696079,0.0002086752,0.01004349,0.00003507498,0.0002095972,0.08179567,0.9069104,0.00002320285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01051974,0.004259033,0.00746724,0.1957057,0.004421627,0.00005789633,0.0001787861,0.0003937341,0.7769962],"genre_scores_gemma":[0.5135669,0.004881302,0.004258454,0.06301066,0.00129903,0.0001701656,0.0003285646,0.0008503274,0.4116347],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02793388,"threshold_uncertainty_score":0.0934481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04421125496449547,"score_gpt":0.3321363755489616,"score_spread":0.2879251205844662,"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."}}