{"id":"W7006833030","doi":"","title":"You'll Never Walk Alone: Childhood Influences and Male Career Path Clusters.","year":2005,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Path (computing); Career path; Set (abstract data type); Perspective (graphical); Action (physics); Path analysis (statistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009221815,0.0001181117,0.0003168783,0.000729044,0.002467914,0.002033495,0.0005521288,0.0004518909,0.0127885],"category_scores_gemma":[0.005434995,0.0002796737,0.0001754042,0.001328273,0.0007675728,0.0009678146,0.00198302,0.0009671554,0.0008923477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255358,"about_ca_system_score_gemma":0.002181204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05570083,"about_ca_topic_score_gemma":0.1520261,"domain_scores_codex":[0.9990287,0.0003170216,0.00002522786,0.0001123167,0.0001247562,0.0003919884],"domain_scores_gemma":[0.9951856,0.001042592,0.001183931,0.0001699645,0.000397069,0.002020818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002156414,0.0001049413,0.9458452,0.00003330675,0.00002648607,0.0001848679,0.02580569,0.00006049311,0.0002422412,0.001995565,0.003933654,0.02155182],"study_design_scores_gemma":[0.000004574193,0.00005694986,0.9640368,0.00004330765,0.000008834689,0.0001482041,0.0322772,0.00006754578,0.00006076937,0.0003531918,0.002933528,0.00000912523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949148,0.0004194939,0.00005223931,0.0008300805,0.00001489838,0.000006189415,0.0002714795,0.000003598721,0.003487244],"genre_scores_gemma":[0.9977819,0.0002310689,0.00005245379,0.00004570683,0.000004505097,0.000006309561,0.0001323382,0.000005672945,0.001739902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05570083,"threshold_uncertainty_score":0.1107532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231363886807549,"score_gpt":0.2716450508264525,"score_spread":0.2485086621456976,"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."}}