{"id":"W4320804493","doi":"10.12660/gvexec.v21n3.2022.86372","title":"Alicerces para negócios de impacto em habitação","year":2022,"lang":"pt","type":"article","venue":"GV executivo \\b (Impresso)/GV Executivo","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002837172,0.002510045,0.0022208,0.001328268,0.003998544,0.002239519,0.004056045,0.0008416453,0.01160448],"category_scores_gemma":[0.0007992376,0.00289726,0.0012614,0.003338341,0.001027443,0.004293265,0.008055181,0.002761428,0.001333218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003453802,"about_ca_system_score_gemma":0.0004601109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005820256,"about_ca_topic_score_gemma":0.0003680502,"domain_scores_codex":[0.9856889,0.0007951026,0.00240122,0.003243763,0.003174446,0.004696568],"domain_scores_gemma":[0.9932194,0.0005851777,0.001991162,0.003296849,0.0004583589,0.0004490488],"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":[0.006016413,0.01255301,0.4316669,0.009631419,0.002987278,0.004363595,0.02713154,0.01658228,0.02485227,0.007493551,0.4376661,0.01905568],"study_design_scores_gemma":[0.006720904,0.0005264513,0.2626438,0.0006062482,0.002049018,0.0004081984,0.05384677,0.01112256,0.002039877,0.003996039,0.6491535,0.006886732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651843,0.006053981,0.0007102474,0.007268028,0.003608196,0.004505512,0.0006566941,0.001124333,0.01088868],"genre_scores_gemma":[0.9696208,0.0002660129,0.0002193787,0.007382352,0.002094233,0.001328399,0.0005596948,0.0006199662,0.01790914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2114874,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861223170316647,"score_gpt":0.2470486879720827,"score_spread":0.2284364562689162,"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."}}