{"id":"W7093723713","doi":"","title":"Using a 'talk' model of shared decision making to propose an observation-based measure: Observer OPTION 5 Item","year":2013,"lang":"en","type":"other","venue":"Radboud Repository (Radboud University)","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observer (physics); Construct (python library); Preference elicitation; Preference; Measure (data warehouse); Formative assessment; Observational study","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":[],"consensus_categories":[],"category_scores_codex":[0.04876102,0.0008035869,0.0007342758,0.003809507,0.001191776,0.003555966,0.002503312,0.00153347,0.003031649],"category_scores_gemma":[0.1365355,0.0003458885,0.002018613,0.002910794,0.004070484,0.005941604,0.004349568,0.002330176,0.0003378601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004028196,"about_ca_system_score_gemma":0.004531593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00280287,"about_ca_topic_score_gemma":0.004178383,"domain_scores_codex":[0.9384066,0.04661147,0.003715399,0.002075908,0.0081371,0.001053554],"domain_scores_gemma":[0.8690811,0.08803777,0.01795172,0.008228477,0.01454935,0.002151616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001167481,0.001222708,0.4890284,0.002213033,0.001409119,0.0004630842,0.03072183,0.0245214,0.001515076,0.194344,0.007245127,0.2461486],"study_design_scores_gemma":[0.0005864216,0.002872838,0.3525399,0.002659677,0.00109103,0.001194503,0.03579565,0.1751263,0.00462794,0.3865108,0.03617992,0.0008150847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3655629,0.0008027185,0.5963368,0.00432215,0.0002464297,0.001956285,0.0008381292,0.0003324503,0.02960222],"genre_scores_gemma":[0.9018296,0.000145696,0.09511285,0.0003288048,0.00003605751,0.001377916,0.000461998,0.0000181395,0.0006890191],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04876102,"threshold_uncertainty_score":0.257876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05684970423096724,"score_gpt":0.2470750799213273,"score_spread":0.19022537569036,"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."}}