{"id":"W4395467057","doi":"10.32591/coas.ojsp.0801.01001g","title":"Predictability and Liberty","year":2024,"lang":"en","type":"article","venue":"Open Journal for Studies in Philosophy","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capilano University","funders":"","keywords":"Predictability; Statistics; Mathematics","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":[0.004316255,0.0005107418,0.0004127425,0.0009578203,0.00308144,0.005682811,0.0006307951,0.002556067,0.008969168],"category_scores_gemma":[0.01030529,0.0002344517,0.0005314859,0.000561506,0.03666801,0.006092911,0.00782301,0.004069291,0.001041403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003357817,"about_ca_system_score_gemma":0.002423513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001746601,"about_ca_topic_score_gemma":0.001260575,"domain_scores_codex":[0.9958107,0.00172527,0.0002473084,0.0007599031,0.0008453604,0.0006114867],"domain_scores_gemma":[0.9927592,0.004016844,0.001104163,0.0009714312,0.0004362066,0.0007121295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001181588,0.00001003604,0.0005037913,0.00002443543,0.000005053094,0.00004338132,0.001290983,0.0002629749,0.00007969008,0.9906363,0.001284019,0.005847536],"study_design_scores_gemma":[0.00001515018,0.00002775294,0.0007988235,0.00008874514,0.000005035115,0.00009107286,0.0004829591,0.0002486459,0.0001543852,0.9581146,0.03996066,0.00001226966],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05983181,0.01137376,0.04020441,0.0583151,0.0006614164,0.00008712856,0.0001707711,0.0001338944,0.8292218],"genre_scores_gemma":[0.9717858,0.002378223,0.003564149,0.003778571,0.0004895235,0.00009322667,0.0000546024,0.00007366451,0.01778211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008969168,"threshold_uncertainty_score":0.0300048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2823417944957917,"score_gpt":0.5063685971503856,"score_spread":0.224026802654594,"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."}}