{"id":"W4213236107","doi":"10.1080/00048402.2021.1938617","title":"Counting Composites","year":2021,"lang":"en","type":"article","venue":"Australasian Journal of Philosophy","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Identity (music); Composition (language); Mathematics; Philosophy; Epistemology; Composite material; Polymer science; Aesthetics; Materials science; Linguistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002129622,0.001005194,0.001057073,0.002309903,0.005193259,0.005564806,0.001941365,0.002072109,0.03065279],"category_scores_gemma":[0.008251501,0.0007900244,0.001913724,0.001685641,0.005642369,0.01238265,0.00629685,0.003131412,0.005591115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002080822,"about_ca_system_score_gemma":0.001433692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372533,"about_ca_topic_score_gemma":0.001730549,"domain_scores_codex":[0.9967085,0.0005494457,0.0002138749,0.001102712,0.001081076,0.0003443489],"domain_scores_gemma":[0.9948786,0.001547911,0.0003804488,0.001741808,0.001036854,0.0004142075],"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":[0.0000277817,0.000008253396,0.0001365654,0.00003900858,0.000005197604,0.00004726534,0.0001906953,0.0002173648,0.0005005048,0.989267,0.001879747,0.0076807],"study_design_scores_gemma":[0.00001056925,0.0000271055,0.0002290129,0.00005891947,0.00002118766,0.0002865407,0.0001702555,0.002521463,0.002142999,0.9154121,0.07909954,0.00002030154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04139453,0.002275087,0.5135074,0.003447367,0.002410737,0.0002248718,0.0004826156,0.002587867,0.4336696],"genre_scores_gemma":[0.6064202,0.001549564,0.2745261,0.001329256,0.001263487,0.0003782867,0.0007765663,0.001667665,0.1120889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03065279,"threshold_uncertainty_score":0.1025438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981359306843199,"score_gpt":0.3064162392796677,"score_spread":0.2766026462112357,"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."}}