{"id":"W7135347342","doi":"","title":"Kastronic","year":2011,"lang":"","type":"report","venue":"ScholarlyCommons (University of Pennsylvania)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Focus (optics); American English; Varieties of English; Isolation (microbiology); Discourse analysis; Syntax; Feature (linguistics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.006110512,0.0027507,0.004994718,0.004641583,0.002693057,0.0003758006,0.0095717,0.003689361,0.03683814],"category_scores_gemma":[0.0007438191,0.004291801,0.003887054,0.003985729,0.004164447,0.006351733,0.005680484,0.00965295,0.03906547],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003878958,"about_ca_system_score_gemma":0.009752294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01296196,"about_ca_topic_score_gemma":0.01313808,"domain_scores_codex":[0.9838779,0.002140202,0.00201116,0.003773732,0.00484353,0.003353468],"domain_scores_gemma":[0.9789882,0.0004107617,0.006683403,0.006963278,0.004818949,0.002135403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01351764,0.02349312,0.2863866,0.01096977,0.0384634,0.01868047,0.0366502,0.0001632037,0.03604941,0.0318894,0.3827515,0.1209852],"study_design_scores_gemma":[0.005968343,0.001792133,0.09670551,0.002681245,0.007994764,0.0008638653,0.01087866,0.00008637247,0.0001692285,0.001486118,0.8667316,0.004642203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1816215,0.01017107,0.00149487,0.0002486681,0.004085433,0.005058602,0.007674227,0.0009096341,0.788736],"genre_scores_gemma":[0.8795334,0.007455958,0.009904268,0.00002263848,0.0005892655,0.000004758168,0.001392321,0.001195628,0.09990178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6979119,"threshold_uncertainty_score":0.999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0810546516489714,"score_gpt":0.2341518718880721,"score_spread":0.1530972202391007,"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."}}