{"id":"W7099996175","doi":"","title":"The Twinning of Potential: Toward an Integration of Prior Learning. Assessment with Career Development. Canadian Journal of Counselling: Toronto: Thompson Promotion of Equality and Prevention of Unfair Discrimination Act (2000). Republic of South Africa.","year":2000,"lang":"en","type":"article","venue":"","topic":"Phytochemistry and Biological Activities","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Career development; Work (physics); Field (mathematics); Professional association","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":[0.009895592,0.0002944932,0.0003638347,0.004019289,0.007308771,0.008534129,0.001142794,0.002997798,0.006085997],"category_scores_gemma":[0.01657287,0.0004798727,0.00026792,0.002233476,0.02559153,0.008409005,0.008748663,0.005780512,0.0007753529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01326393,"about_ca_system_score_gemma":0.04466162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1157262,"about_ca_topic_score_gemma":0.2712697,"domain_scores_codex":[0.9928806,0.00388395,0.0001433184,0.0002430335,0.002192777,0.0006563227],"domain_scores_gemma":[0.9909054,0.003277968,0.0007237166,0.0004482235,0.001571826,0.0030729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004162893,0.0001177819,0.01042404,0.0004562172,0.00001096869,0.0005398053,0.0771393,0.0003831094,0.0005404404,0.3771102,0.04920105,0.4840356],"study_design_scores_gemma":[0.0000162121,0.00007557645,0.02519088,0.002534252,0.00001294521,0.001262078,0.08245368,0.001135368,0.0004401775,0.2707745,0.6160329,0.00007139416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04055637,0.08201201,0.03634529,0.5332565,0.002139975,0.0002120583,0.00006107963,0.0001473815,0.3052694],"genre_scores_gemma":[0.8227593,0.03887019,0.02845738,0.01895082,0.0006257846,0.0001657823,0.00005082285,0.00009465169,0.09002528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1157262,"threshold_uncertainty_score":0.2301052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05222678120644705,"score_gpt":0.2645648525492713,"score_spread":0.2123380713428242,"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."}}