{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001272812,0.0001876852,0.0002400166,0.000426764,0.001984298,0.0001745079,0.0006641179,0.0002223496,0.001963977],"category_scores_gemma":[0.000152223,0.000214509,0.0001067588,0.0008549735,0.0009466649,0.001636815,0.0007623038,0.0005224031,0.0001919742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003570957,"about_ca_system_score_gemma":0.0007354349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01605631,"about_ca_topic_score_gemma":0.002833888,"domain_scores_codex":[0.9964188,0.0003723823,0.0001578241,0.0005413059,0.00156793,0.0009417277],"domain_scores_gemma":[0.9984635,0.0001494603,0.00007022025,0.000252924,0.0004598105,0.0006041034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002373492,0.0004248393,0.7745919,0.00005418436,0.0002426587,0.00151051,0.05182207,0.00002644962,0.00003638919,0.02143928,0.1383244,0.01128994],"study_design_scores_gemma":[0.001373553,0.0001063577,0.411852,0.00005080485,0.00004146823,0.000007894263,0.05470622,0.000009486002,0.00005861966,0.0001596054,0.5311214,0.0005126239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8669088,0.00005418492,0.000009552615,0.008641601,0.0001034889,0.0004314923,0.00005574133,0.0001088826,0.1236863],"genre_scores_gemma":[0.9502517,0.0005200818,0.0003160611,0.0001800201,0.0002075572,9.160813e-7,0.00002955825,0.00001114184,0.04848294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.392797,"threshold_uncertainty_score":0.999315,"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."}}