{"id":"W2756172731","doi":"10.1525/hsns.2017.47.4.494","title":"Just a Theory","year":2017,"lang":"en","type":"article","venue":"Historical Studies in the Natural Sciences","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Miller; Context (archaeology); Limiting; Chemist; Curriculum; Sociology; Ideology; Epistemology; Chemistry; Law; Philosophy; Political science; Pedagogy; Engineering; Archaeology; History","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":[0.002865417,0.0006621422,0.0005406719,0.001520066,0.005020764,0.005998382,0.001503915,0.003195398,0.03165517],"category_scores_gemma":[0.004711258,0.0003655602,0.0005455836,0.0009800699,0.02328507,0.01089437,0.003997896,0.003969635,0.008693865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006536285,"about_ca_system_score_gemma":0.005358689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193633,"about_ca_topic_score_gemma":0.01057199,"domain_scores_codex":[0.9976524,0.0008163418,0.00009350407,0.0005982449,0.0005830372,0.0002566219],"domain_scores_gemma":[0.9979278,0.0007441927,0.0001198679,0.000522069,0.0004707625,0.0002153224],"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":[0.000002193756,0.000002635576,0.00004474841,0.00001604203,0.00000187863,0.00001738844,0.0004230243,0.00003606921,0.00001622107,0.9889987,0.008241341,0.002199817],"study_design_scores_gemma":[0.000005467045,0.0000066273,0.00008307904,0.00008856884,0.000003893073,0.00007392797,0.0004061578,0.0001549979,0.00004986547,0.5947071,0.4044131,0.000007264463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00307223,0.007136591,0.02984204,0.05082921,0.002802792,0.00005985446,0.0003819798,0.0001694645,0.9057058],"genre_scores_gemma":[0.5193096,0.01461719,0.02496557,0.02923142,0.004556129,0.0003264176,0.001357411,0.0005529358,0.4050833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9949793,"threshold_uncertainty_score":0.1058971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.220826128486754,"score_gpt":0.3581459707301606,"score_spread":0.1373198422434065,"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."}}