{"id":"W4394460065","doi":"10.6084/m9.figshare.14531631","title":"BetterHomesTO, research instruments, codes, and final report","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Focus Groups and Qualitative Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Environmental science","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":[0.03425708,0.001194576,0.001295701,0.009548705,0.003537501,0.006056356,0.002344663,0.00169091,0.291617],"category_scores_gemma":[0.172493,0.001572876,0.001076449,0.01398693,0.00210683,0.005247573,0.004920449,0.003479667,0.1182408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00516047,"about_ca_system_score_gemma":0.02150682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008631847,"about_ca_topic_score_gemma":0.01834394,"domain_scores_codex":[0.9770258,0.009042466,0.006045084,0.002204759,0.004675787,0.00100608],"domain_scores_gemma":[0.8762691,0.04797363,0.006844184,0.02736751,0.03906929,0.002476321],"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":[0.0001337123,0.00006293855,0.00102004,0.002736322,0.00001375749,0.00002982063,0.002276443,0.0001275478,0.0003605075,0.008413665,0.9608589,0.02396633],"study_design_scores_gemma":[0.000114358,0.00001996135,0.002952951,0.001901965,0.000009728867,0.00003416595,0.002274546,0.0001005809,0.0003719087,0.004816817,0.9873603,0.00004267438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001402248,0.0001249957,0.009673739,0.001423882,0.0004568025,0.01041206,0.9599305,0.001404612,0.01517121],"genre_scores_gemma":[0.007846652,0.0004281369,0.0937747,0.001611318,0.0001176655,0.2728783,0.5906344,0.003238552,0.02947034],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.291617,"threshold_uncertainty_score":0.9755562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4457454766534172,"score_gpt":0.5411468670882027,"score_spread":0.09540139043478546,"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."}}