{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001909273,0.0008551234,0.000765688,0.001489961,0.006688725,0.01039398,0.0009414596,0.002755368,0.07745106],"category_scores_gemma":[0.003372542,0.0005194715,0.0003475162,0.005768174,0.008187952,0.00461792,0.002927205,0.003626844,0.009228189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04759675,"about_ca_system_score_gemma":0.04557987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6100699,"about_ca_topic_score_gemma":0.7959322,"domain_scores_codex":[0.9988881,0.0002733753,0.00003374632,0.0001415553,0.0004049526,0.0002583585],"domain_scores_gemma":[0.9978092,0.0005469866,0.00009092097,0.0001936387,0.0006073072,0.0007519402],"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":[0.00001667282,0.000008204628,0.0003207153,0.0001499908,0.000003667447,0.00006119686,0.001695287,0.0003750917,0.00005724436,0.2167367,0.7542852,0.02628998],"study_design_scores_gemma":[0.000003112446,0.00000300738,0.001028903,0.0002987871,0.000001933465,0.00003041114,0.001494073,0.0002090469,0.00007430651,0.02277021,0.9740739,0.00001222995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004512922,0.1994542,0.007258832,0.1741008,0.007729688,0.0001037277,0.005029025,0.0004918558,0.6013189],"genre_scores_gemma":[0.1127063,0.1136456,0.003578211,0.003999953,0.002915572,0.0001569437,0.002221863,0.000704943,0.7600705],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9933113,"threshold_uncertainty_score":0.784453,"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."}}