{"id":"W4234055702","doi":"10.32920/ryerson.14657010.v1","title":"Raymond Williams, Jurgen Habermas, and communicative resources","year":2021,"lang":"en","type":"preprint","venue":"","topic":"University Challenges and Reforms","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Lifeworld; Ideology; Humanism; Sociology; Communicative action; Openness to experience; Epistemology; Field (mathematics); Critical theory; Reproduction; Social science; Social psychology; Psychology; Philosophy; Political science; Law","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":[0.002202055,0.0004811211,0.0004462694,0.002033099,0.006082518,0.005035419,0.000594383,0.003466063,0.008706942],"category_scores_gemma":[0.00512459,0.0003788646,0.0001996379,0.002064016,0.01050118,0.00732697,0.002426408,0.003998886,0.00136959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005832178,"about_ca_system_score_gemma":0.004503442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150962,"about_ca_topic_score_gemma":0.008864319,"domain_scores_codex":[0.997937,0.001225418,0.00005424125,0.0002048753,0.000467339,0.0001112305],"domain_scores_gemma":[0.9968944,0.002217187,0.0002147168,0.0001149846,0.0003589796,0.0001996921],"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":[0.00002586501,0.00003339057,0.0004393164,0.0001184678,0.000005638389,0.0001474677,0.00545354,0.0003889051,0.00008487898,0.8874331,0.08960526,0.01626415],"study_design_scores_gemma":[0.00001799906,0.00003352619,0.0009692364,0.0004307988,0.00001035671,0.0002036747,0.006215497,0.0004002691,0.0005169236,0.3820395,0.6091084,0.00005379182],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02663493,0.06413295,0.005856879,0.5074161,0.002560982,0.00008763091,0.0001583219,0.00009764212,0.3930546],"genre_scores_gemma":[0.5972576,0.09171905,0.01707789,0.03142017,0.002242051,0.0003945764,0.0001457584,0.0002815232,0.2594614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01150962,"threshold_uncertainty_score":0.0423156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03492049365121386,"score_gpt":0.3005248367318702,"score_spread":0.2656043430806564,"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."}}