{"id":"W900139822","doi":"10.36510/learnland.v6i1.585","title":"Creating Mentorship Metaphors: Pacific Island Perspectives","year":2012,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Mentorship; Attendance; Process (computing); Discipline; Cohort; Task (project management); Task force; Engineering ethics; Medical education; Political science; Sociology; Management; Engineering; Medicine; Computer science; Social science; Public administration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004970943,0.0001245076,0.0001389416,0.0001127487,0.0002814346,0.0000717794,0.0001180723,0.00005604359,0.003986262],"category_scores_gemma":[0.0003470705,0.00010575,0.00005866605,0.0002410884,0.00005221528,0.0001812153,0.00002489498,0.0002648722,0.0005056435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002290964,"about_ca_system_score_gemma":0.00001152586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004374548,"about_ca_topic_score_gemma":0.000009206544,"domain_scores_codex":[0.9987663,0.0002982193,0.0001273212,0.0002470495,0.0001627478,0.0003983589],"domain_scores_gemma":[0.9992325,0.0003488159,0.00009106448,0.0001766889,0.00002865003,0.0001223173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002346898,0.0002846336,0.8265765,0.000005882745,0.00002955908,0.000001626349,0.1614945,0.0000130496,0.001390093,0.005880156,0.002552166,0.001748417],"study_design_scores_gemma":[0.0005427386,0.0001899365,0.5372331,0.00002681255,0.00005613385,0.00006759936,0.2389725,0.0001172233,0.0006733463,0.00006141689,0.2216379,0.0004212895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8131474,0.0009676432,0.0001265147,0.0002842219,0.0006776393,0.00007349192,0.000001847052,0.0001260068,0.1845953],"genre_scores_gemma":[0.9740815,0.00002266679,0.00009496157,0.00004226807,0.0004252147,0.00002638486,0.000005326512,0.00001632631,0.02528532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2893434,"threshold_uncertainty_score":0.9969242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751570745095323,"score_gpt":0.3290336751851489,"score_spread":0.3015179677341956,"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."}}