{"id":"W4394374881","doi":"10.6084/m9.figshare.1564487","title":"Group 4 dataset 3 Wk4","year":2015,"lang":"en","type":"dataset","venue":"Figshare","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Geography","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":[0.001349046,0.004604873,0.001785421,0.003020293,0.001369478,0.002538092,0.003294111,0.003094855,0.05765794],"category_scores_gemma":[0.007377864,0.0006087021,0.003529068,0.002949495,0.0006853712,0.001722189,0.002081004,0.002286311,0.08895873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001739523,"about_ca_system_score_gemma":0.002965182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02558396,"about_ca_topic_score_gemma":0.06867534,"domain_scores_codex":[0.9983417,0.0002707388,0.0001669422,0.0006967055,0.0002855337,0.0002383813],"domain_scores_gemma":[0.99822,0.0004441602,0.00009309686,0.0006165495,0.0004398581,0.0001864369],"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":[0.0002874543,0.0001202911,0.002644421,0.001257584,0.0001991694,0.00005607394,0.00003607846,0.0008041768,0.0003640723,0.000315435,0.9840534,0.009861793],"study_design_scores_gemma":[0.001015281,0.0001935232,0.01753232,0.0004863937,0.0002191618,0.0002404855,0.0001891744,0.003435496,0.001174617,0.00151574,0.9739112,0.00008669623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001872085,0.0004909839,0.000416213,0.0001928282,0.0002588705,0.00009648583,0.9912026,0.003253066,0.002216906],"genre_scores_gemma":[0.001502631,0.00007296127,0.0008277572,0.00008224493,0.00002226327,0.0001437179,0.9959928,0.0001547451,0.001200843],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05765794,"threshold_uncertainty_score":0.192885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1619806571428057,"score_gpt":0.3837962167466973,"score_spread":0.2218155596038916,"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."}}