{"id":"W2047114856","doi":"10.1108/13665620510597194","title":"The (unlikely) trajectory of learning in a salmon hatchery","year":2005,"lang":"en","type":"article","venue":"Journal of Workplace Learning","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Dialectic; Originality; Sociocultural evolution; Epistemology; Scrutiny; Sociology; Value (mathematics); Perspective (graphical); Social science; Qualitative research; Computer science; Artificial intelligence; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001842885,0.0001295957,0.0001409281,0.0005314213,0.003849464,0.002547451,0.0006321634,0.001001055,0.005862881],"category_scores_gemma":[0.005042753,0.0001779963,0.0001693793,0.0004469595,0.004000445,0.002263889,0.002178626,0.001082513,0.0006172474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004915728,"about_ca_system_score_gemma":0.003977556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07479829,"about_ca_topic_score_gemma":0.1385504,"domain_scores_codex":[0.9993268,0.0002083924,0.00002176601,0.0001862071,0.00008963067,0.0001671997],"domain_scores_gemma":[0.9985114,0.0004183303,0.000279781,0.0001131453,0.0003326241,0.0003448182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004606111,0.0003198629,0.5107653,0.0002491137,0.00003842446,0.004955065,0.3155264,0.001853408,0.00998198,0.05177844,0.001978552,0.1020928],"study_design_scores_gemma":[0.00001409707,0.0006989599,0.4871778,0.0003279435,0.00003340491,0.00109493,0.446822,0.002804227,0.002532572,0.02875076,0.02964589,0.00009733501],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867828,0.0001260074,0.0023244,0.001199187,0.000007157547,0.00003033433,0.00009942669,0.00001599953,0.009414697],"genre_scores_gemma":[0.9959074,0.00008244983,0.001198775,0.00006752663,0.000001668327,0.0000204486,0.00005647159,0.000005133543,0.00266009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07479829,"threshold_uncertainty_score":0.1487258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673210222148744,"score_gpt":0.3662465589827758,"score_spread":0.3295144567612884,"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."}}