{"id":"W3030067178","doi":"10.29173/pathfinder14","title":"When knowledge goes underground","year":2020,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Library Science and Administration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Indigenous; Traditional knowledge; Legislation; Dance; Resilience (materials science); Poverty; Psychological resilience; Sociology; Political science; Environmental ethics; Law; Public relations; Visual arts; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002131959,0.0001062323,0.0001218654,0.0002791509,0.004503376,0.002912865,0.0007771116,0.00007121254,0.0001358677],"category_scores_gemma":[0.0005446726,0.00008666304,0.00005176494,0.0005832175,0.0005727967,0.01106343,0.00005441947,0.0001781586,0.00004086167],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183262,"about_ca_system_score_gemma":0.006641692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002101595,"about_ca_topic_score_gemma":0.004118596,"domain_scores_codex":[0.9979017,0.00006451416,0.0003483955,0.0001641674,0.0009729954,0.0005481782],"domain_scores_gemma":[0.9975666,0.0000663618,0.0001677281,0.00007126004,0.0005509929,0.001577059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002404021,0.00002800703,0.252608,0.00003669679,0.0000228624,0.000004945083,0.6144359,0.000008690682,0.00003738104,0.08116184,0.02900499,0.02262671],"study_design_scores_gemma":[0.0008489835,0.0002601648,0.2210661,0.0001014679,0.00001678619,0.000008562256,0.1306749,0.0001060782,0.00004639782,0.008332489,0.6381096,0.0004284039],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9257959,0.0002300057,0.001706014,0.03763847,0.002966578,0.001059454,0.00007172653,0.00004250322,0.03048937],"genre_scores_gemma":[0.9948046,0.00001701595,0.0002705501,0.003756854,0.0002806464,0.00001460953,0.000004598575,0.000003812793,0.0008472677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6091046,"threshold_uncertainty_score":0.9989897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08471678426934486,"score_gpt":0.3725192420666903,"score_spread":0.2878024577973454,"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."}}