{"id":"W4405278328","doi":"10.32920/28012058.v1","title":"Bringing the Ideas of Marvyn Novick to Life: An Anthology with Commentaries","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solidarity; Sociology; Action (physics); Religious studies; Theology; Law; Political science; Philosophy; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003704631,0.001278803,0.0009546416,0.001901075,0.0142626,0.009650313,0.002487355,0.003558893,0.009590914],"category_scores_gemma":[0.0208839,0.0004995403,0.0004191921,0.001965324,0.006432931,0.005045584,0.005627825,0.01373037,0.002262912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00897158,"about_ca_system_score_gemma":0.004671588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002616,"about_ca_topic_score_gemma":0.01581482,"domain_scores_codex":[0.9970627,0.00135085,0.0001270713,0.0003604262,0.0007952965,0.0003036318],"domain_scores_gemma":[0.993699,0.003599555,0.0003775453,0.0001590227,0.00141721,0.0007476507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002569705,0.00001700491,0.0001415848,0.0001475039,0.000003559252,0.0004868718,0.0230597,0.0000392423,0.0001697727,0.03228268,0.9368163,0.006810119],"study_design_scores_gemma":[0.000002556093,0.000005289225,0.0001619636,0.0002507297,0.000001195809,0.00006651131,0.007234933,0.00003933621,0.00005840756,0.001827637,0.9903431,0.000008268901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01102756,0.04096663,0.001599117,0.5800782,0.1570621,0.0002365867,0.0004941015,0.0001357032,0.2084],"genre_scores_gemma":[0.187647,0.03345561,0.003354701,0.1555144,0.08558637,0.00138684,0.0007531084,0.001134158,0.5311679],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0142626,"threshold_uncertainty_score":0.0650937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03644545888691969,"score_gpt":0.3626279273167681,"score_spread":0.3261824684298484,"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."}}