{"id":"W4293163693","doi":"10.51952/9781529206968.con001","title":"Conclusion: Future Directions in the Sociological Study of Science and Belief","year":2019,"lang":"en","type":"book-chapter","venue":"Bristol University Press eBooks","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Epistemology; Social science; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01366622,0.0009865735,0.001502012,0.003116903,0.004537872,0.0140265,0.003508321,0.009954236,0.02701859],"category_scores_gemma":[0.01304666,0.0004237048,0.001612761,0.005027548,0.01645879,0.02353708,0.006043479,0.01054296,0.005967534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007139496,"about_ca_system_score_gemma":0.01056977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007402516,"about_ca_topic_score_gemma":0.009942424,"domain_scores_codex":[0.9941905,0.003254297,0.0002365715,0.0006729514,0.0008415721,0.0008041445],"domain_scores_gemma":[0.9748824,0.01633189,0.0008053041,0.001369339,0.00419558,0.002415489],"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":[0.0001148689,0.0001483827,0.001044225,0.00103189,0.00003029679,0.0001565992,0.007241653,0.0003624151,0.0001116655,0.7689152,0.1732154,0.04762745],"study_design_scores_gemma":[0.00003422326,0.00004116217,0.001323841,0.002198166,0.00001711482,0.0001411265,0.03121197,0.0004570967,0.00007717819,0.5498315,0.4146214,0.00004521492],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001744424,0.08585787,0.005714288,0.8510061,0.01594959,0.00006407742,0.0002103564,0.0001134449,0.03933984],"genre_scores_gemma":[0.1834856,0.2895083,0.03462246,0.3234073,0.06478751,0.001277296,0.001319731,0.0002702616,0.1013217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9954621,"threshold_uncertainty_score":0.09038615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06310785885821417,"score_gpt":0.2892285343687597,"score_spread":0.2261206755105455,"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."}}