{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003599346,0.0001441427,0.0002649029,0.00005609142,0.0006958463,0.0001696035,0.0005544423,0.0003690518,0.0004186956],"category_scores_gemma":[0.00003002935,0.0001136797,0.00009800847,0.00008070192,0.0006002205,0.0001112714,0.001825941,0.0004966057,0.000006004516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009961984,"about_ca_system_score_gemma":0.0001876046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01191773,"about_ca_topic_score_gemma":0.02151716,"domain_scores_codex":[0.9988604,0.0002206491,0.0001281095,0.0002966918,0.0002632687,0.0002309082],"domain_scores_gemma":[0.9991216,0.00008995483,0.0001075004,0.0004134379,0.0001067313,0.0001607696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002884183,0.000271173,0.004635003,0.0002247073,0.000648273,0.00007041297,0.8879302,0.00002098541,0.00002996953,0.03521239,0.008191422,0.06273662],"study_design_scores_gemma":[0.0001426466,0.00001311345,0.001977473,0.0001182147,0.00003844078,6.653796e-7,0.2090481,0.00001778796,0.00001982219,0.001593521,0.7867458,0.0002843944],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4403634,0.007918119,0.00002676305,0.01448508,0.0002710743,0.0002719683,0.00001446734,0.0001109806,0.5365381],"genre_scores_gemma":[0.810796,0.09277199,0.001961875,0.0003795541,0.0002641662,0.000005823934,0.00006346605,0.00002015805,0.09373699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7785544,"threshold_uncertainty_score":0.9963376,"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."}}