{"id":"W2466979818","doi":"10.5623/cig2015-408","title":"Geomatics And The Law Are Professional Misconduct and Negligence Related?","year":2015,"lang":"en","type":"article","venue":"GEOMATICA","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Misconduct; Geomatics; Law; Political science; Criminology; Engineering; Sociology; Geography; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005809512,0.0002346306,0.000452021,0.004996859,0.002973949,0.006064462,0.00115053,0.006248367,0.01182629],"category_scores_gemma":[0.07481979,0.0002586532,0.000411194,0.00400632,0.02285868,0.006671768,0.00309137,0.004120077,0.000761455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006186754,"about_ca_system_score_gemma":0.01086839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01781854,"about_ca_topic_score_gemma":0.01451743,"domain_scores_codex":[0.9910498,0.004433142,0.0003465439,0.0007069516,0.002023783,0.001439872],"domain_scores_gemma":[0.9328949,0.03561549,0.02033925,0.002183692,0.00510979,0.003856899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001875142,0.0005711548,0.2470621,0.0003125224,0.0001357971,0.001502792,0.01951217,0.0007396845,0.0003051513,0.6008379,0.01827527,0.110558],"study_design_scores_gemma":[0.00004670894,0.0001892053,0.2834354,0.0008603408,0.0001030435,0.002322807,0.04615602,0.001177175,0.0003697884,0.6115244,0.05373128,0.00008383237],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4106779,0.01329181,0.002930932,0.4284047,0.000952885,0.00005092732,0.0002300657,0.00004252224,0.1434183],"genre_scores_gemma":[0.9880791,0.003043442,0.0002664464,0.005862683,0.0004968863,0.00001583236,0.00003893351,0.000007579965,0.002189056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9937516,"threshold_uncertainty_score":0.04488826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06463142997028548,"score_gpt":0.3738007143743103,"score_spread":0.3091692844040249,"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."}}