{"id":"W6980493591","doi":"","title":"CfP - The sociology of quantification, commensuration, statistics, and valuation- CSA, 2017 in Toronto","year":2016,"lang":"en","type":"other","venue":"OpenEdition (OpenEdition)","topic":"Plant-derived Lignans Synthesis and Bioactivity","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History of sociology; Sociological research; Valuation (finance); Politics; Industrial sociology; Session (web analytics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000595239,0.0002706089,0.0003508591,0.00006575327,0.0001387386,0.00003411492,0.0002832051,0.0004032909,0.002095839],"category_scores_gemma":[0.0001513521,0.0001987256,0.00005893959,0.00003373971,0.0005231,0.00009547567,0.00009181198,0.00009655913,0.00008228286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006131567,"about_ca_system_score_gemma":0.0001474009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007065558,"about_ca_topic_score_gemma":0.02223974,"domain_scores_codex":[0.9982524,0.0003861615,0.0004458628,0.0004748643,0.0002250818,0.0002156558],"domain_scores_gemma":[0.9985468,0.0001474981,0.000578578,0.0004920602,0.0001744222,0.00006061618],"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":[0.0001111248,0.0002200738,0.0004961609,0.00009617005,0.0001970785,0.00000304325,0.00007490229,0.000002062579,0.06520922,0.05237961,0.8775455,0.003665041],"study_design_scores_gemma":[0.001895371,0.0003810079,0.05888826,0.0004224046,0.0001709331,0.00003608774,0.0005707055,0.00004121863,0.03116534,0.002894408,0.9025257,0.001008528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01609355,0.02386457,0.1212445,0.07541377,0.007911151,0.01058852,0.06837668,0.0002385281,0.6762687],"genre_scores_gemma":[0.7791275,0.01883889,0.003943209,0.00838263,0.002702158,0.00104943,0.02790929,0.0004589747,0.1575879],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.763034,"threshold_uncertainty_score":0.9988164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074178421937169,"score_gpt":0.2828448782025143,"score_spread":0.2621030939831426,"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."}}