{"id":"W4381093466","doi":"10.32920/ifmj.v3i2.1763","title":"Tech for Collaboration","year":2023,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Indigenous; Natural resource management; Traditional knowledge; Natural resource; Resource management (computing); Knowledge management; Environmental resource management; Resource (disambiguation); Business; Geography; Political science; Ecology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004935678,0.001029105,0.0009947082,0.002199344,0.005015019,0.01585592,0.002889367,0.004693836,0.8184573],"category_scores_gemma":[0.02301213,0.0006068777,0.0009823804,0.003340342,0.001499199,0.01189268,0.01593391,0.003785391,0.7269256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003040978,"about_ca_system_score_gemma":0.009284408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002523341,"about_ca_topic_score_gemma":0.004085911,"domain_scores_codex":[0.9917448,0.002558085,0.0006449496,0.001533063,0.002429893,0.001089224],"domain_scores_gemma":[0.984185,0.002071856,0.0007126654,0.004042375,0.004401996,0.004586204],"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":[0.00006892775,0.00005234254,0.0003339408,0.0003590994,0.000008684302,0.0001779,0.0008058705,0.00005865922,0.0002657033,0.02994688,0.8290554,0.1388666],"study_design_scores_gemma":[0.000005973974,0.000006220492,0.0000999787,0.00007269466,0.000001280997,0.00006236087,0.0002390744,0.00003032232,0.00003492921,0.002492791,0.99695,0.000004402211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000607527,0.0007227839,0.004236759,0.009796942,0.005635487,0.0003591384,0.002622363,0.002423387,0.9735955],"genre_scores_gemma":[0.007925424,0.000776856,0.003086741,0.004084771,0.0009944049,0.0004794008,0.002920868,0.001586469,0.9781451],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8184573,"threshold_uncertainty_score":0.2589486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0461210418489634,"score_gpt":0.4402782742079008,"score_spread":0.3941572323589374,"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."}}