{"id":"W2020959440","doi":"10.4245/sponge.v4i1.14185","title":"Conceptual Sea Changes","year":2010,"lang":"en","type":"article","venue":"Spontaneous Generations A Journal for the History and Philosophy of Science","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curiosity; The arts; Conceptual framework; Conceptual change; Epistemology; Computer science; Sociology; Engineering ethics; Management science; Cognitive science; Psychology; Philosophy; Engineering; Art; Visual arts; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007880718,0.0008646321,0.0006588949,0.001985671,0.004977338,0.01138446,0.002366109,0.003834656,0.02827138],"category_scores_gemma":[0.01661393,0.0004670722,0.00127169,0.002039591,0.02984321,0.02456317,0.007546534,0.00915615,0.0040408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006340895,"about_ca_system_score_gemma":0.003919151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003143569,"about_ca_topic_score_gemma":0.002968495,"domain_scores_codex":[0.9932034,0.00319316,0.0002983979,0.001425627,0.001219944,0.0006594204],"domain_scores_gemma":[0.9926803,0.001940924,0.0003597381,0.002655333,0.001673487,0.0006902372],"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":[0.000004823659,0.000005010184,0.00006173447,0.00001226311,0.000003117291,0.00001712353,0.002796352,0.00004888505,0.00004979064,0.9896427,0.002564609,0.004793743],"study_design_scores_gemma":[0.000008075589,0.00001275725,0.0001733269,0.00005942996,0.000006341028,0.0001023544,0.004228786,0.0003189598,0.00009868727,0.7995263,0.1954532,0.0000116997],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02648615,0.004867398,0.111714,0.07566959,0.005878124,0.00008982926,0.0003215745,0.0004628393,0.7745104],"genre_scores_gemma":[0.8461474,0.003841126,0.03086196,0.01289919,0.001964429,0.0002781062,0.0005204351,0.0008911644,0.1025962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9950227,"threshold_uncertainty_score":0.09457719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06227183604278923,"score_gpt":0.2758785826905498,"score_spread":0.2136067466477605,"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."}}