{"id":"W7099132497","doi":"","title":"Integrative Models 1 INTEGRATIVE LEADERSHIP MODELS IN THE MILITARY CONTEXT Prepared for the Director Canadian Forces Leadership Institute (CFLI) AUTHORS:","year":2002,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Leadership style; Leadership studies; Field (mathematics)","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":[0.003091088,0.000827052,0.0005202866,0.001677652,0.003860918,0.009242797,0.00228271,0.001602548,0.01673065],"category_scores_gemma":[0.004872094,0.0003148018,0.0006388875,0.003176122,0.008297902,0.007953322,0.003822749,0.003902092,0.00184483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008001688,"about_ca_system_score_gemma":0.01234824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02419369,"about_ca_topic_score_gemma":0.04336031,"domain_scores_codex":[0.9980131,0.00107021,0.00004033406,0.0001862362,0.0004181731,0.000271863],"domain_scores_gemma":[0.9967559,0.0009429298,0.000303879,0.0001507983,0.0008514673,0.0009950604],"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":[0.00002084815,0.000051394,0.0009809993,0.0000766374,0.000007727991,0.00006044332,0.004119633,0.00109581,0.00006965023,0.9698998,0.009947341,0.01366959],"study_design_scores_gemma":[0.00005568187,0.000110011,0.00420363,0.0004942708,0.00004904628,0.0001912069,0.01770039,0.009455354,0.000154381,0.8257267,0.1418207,0.00003860301],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.04846814,0.005684709,0.0848659,0.0897492,0.001423259,0.0004221787,0.0002740554,0.0001678724,0.7689447],"genre_scores_gemma":[0.9356238,0.005071233,0.02150638,0.003089542,0.0006320798,0.0005926709,0.0003138506,0.00007338683,0.03309707],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9758063,"threshold_uncertainty_score":0.05805653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2215457822334426,"score_gpt":0.2651780672481433,"score_spread":0.04363228501470073,"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."}}