{"id":"W4398373998","doi":"10.7910/dvn/4btvlp","title":"Differentiating teachers’ social goals","year":2021,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mathematics education; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002511118,0.0008021638,0.0007004407,0.005581008,0.0008712374,0.00244065,0.001225787,0.0008161402,0.0831355],"category_scores_gemma":[0.02134668,0.0004520829,0.0006424601,0.008691663,0.0003720203,0.00112004,0.001752357,0.001499378,0.0461735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002666239,"about_ca_system_score_gemma":0.004756879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05016722,"about_ca_topic_score_gemma":0.07828987,"domain_scores_codex":[0.9977464,0.0003414121,0.0004233126,0.0005239021,0.0006402305,0.0003246811],"domain_scores_gemma":[0.9874436,0.004691182,0.001244372,0.001806791,0.00419453,0.0006195336],"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":[0.00009339159,0.00003666274,0.006911516,0.0008738486,0.00002812139,0.00002767781,0.0002861743,0.000176187,0.0001166329,0.00139698,0.9811421,0.008910706],"study_design_scores_gemma":[0.000108426,0.00001456044,0.02608895,0.0004943443,0.00001773139,0.00003201685,0.0005763286,0.0002043107,0.0002967853,0.0008051585,0.9713373,0.00002404143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004587942,0.00002520332,0.0000769641,0.00004999398,0.00002002371,0.00003166678,0.9980568,0.0001032211,0.001177273],"genre_scores_gemma":[0.002034758,0.00006930061,0.0006560997,0.00003496704,0.00001020339,0.0005777656,0.9944556,0.0001022598,0.002059007],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0831355,"threshold_uncertainty_score":0.2781159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03810241243727781,"score_gpt":0.3302354976276703,"score_spread":0.2921330851903925,"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."}}