{"id":"W3215621841","doi":"10.1093/icesjms/fsab228","title":"Was this career shaped by people or by chance?","year":2021,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Cape; Fish <Actinopterygii>; Working life; History; Sociology; Archaeology; Fishery","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":[0.008997866,0.0003611577,0.000802175,0.0008411906,0.0202467,0.01512259,0.001251755,0.003204286,0.02125038],"category_scores_gemma":[0.0252373,0.0003154534,0.0004330467,0.0009030501,0.01854875,0.008112689,0.009480325,0.0102753,0.006267683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006971886,"about_ca_system_score_gemma":0.0106076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01337457,"about_ca_topic_score_gemma":0.01879584,"domain_scores_codex":[0.9855607,0.00639659,0.0002922811,0.001409401,0.002263128,0.004077769],"domain_scores_gemma":[0.9709812,0.002101381,0.001641548,0.001048694,0.003535717,0.02069139],"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":[0.00015347,0.0002395106,0.01913061,0.000189672,0.00005155124,0.002638094,0.1181839,0.0001649415,0.0007686224,0.240158,0.5147648,0.1035568],"study_design_scores_gemma":[0.00002063072,0.0001115819,0.005129815,0.0008158483,0.00001122554,0.0008484342,0.1292896,0.0001025513,0.0001517414,0.02416504,0.8392634,0.00009022942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05868089,0.005559036,0.00265863,0.7661308,0.02357961,0.0000935323,0.0001543128,0.0001191352,0.1430241],"genre_scores_gemma":[0.6857516,0.005046876,0.00149768,0.1403337,0.003829006,0.0001384598,0.0001036456,0.000276994,0.1630221],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02125038,"threshold_uncertainty_score":0.07108957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753422787146132,"score_gpt":0.2625947226945103,"score_spread":0.245060494823049,"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."}}