{"id":"W3029396292","doi":"10.29173/pathfinder27","title":"Welcome to Pathfinder","year":2020,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pathfinder; Listing (finance); Library science; Political science; History; Computer science; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004293955,0.001338218,0.001158537,0.00516455,0.003808049,0.009390603,0.002385339,0.006103958,0.5552841],"category_scores_gemma":[0.04123628,0.0007940768,0.0009807154,0.004153604,0.001019499,0.006407691,0.006649955,0.006144868,0.4728024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002744966,"about_ca_system_score_gemma":0.007725977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007747557,"about_ca_topic_score_gemma":0.01459125,"domain_scores_codex":[0.9965534,0.0004565789,0.0001789128,0.0005035668,0.001774351,0.0005331683],"domain_scores_gemma":[0.9675154,0.003615928,0.001350638,0.001286265,0.01563849,0.0105933],"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":[0.000008172959,0.000004132854,0.00002170268,0.00002376203,3.497846e-7,0.00002363995,0.0000136458,0.000003115991,0.00001819778,0.000166847,0.9939069,0.005809472],"study_design_scores_gemma":[0.000007389726,0.000005366125,0.00005835152,0.00003809897,9.351092e-7,0.00002551675,0.00005890971,0.000006688118,0.00002102937,0.0002293782,0.9995426,0.000005804268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001033572,0.006007151,0.004198331,0.2704821,0.4083291,0.001566789,0.02071536,0.01278707,0.2748806],"genre_scores_gemma":[0.001596768,0.002146266,0.002891664,0.05393516,0.02674756,0.0005984406,0.007105018,0.004137717,0.9008414],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5552841,"threshold_uncertainty_score":0.6343332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06151330931568487,"score_gpt":0.3072504373871271,"score_spread":0.2457371280714422,"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."}}