{"id":"W2972651492","doi":"10.2139/ssrn.3452249","title":"Linkedin(to) Job Opportunities: Experimental Evidence from Job Readiness Training","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Training (meteorology); Job training; On-the-job training; Job performance; Job analysis; Psychology; Business; Job attitude; Applied psychology; Knowledge management; Job satisfaction; Medical education; Computer science; Social psychology; Medicine; Internship; Vocational education; Pedagogy","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":[0.001936091,0.0006623546,0.0007296459,0.0005851221,0.001258433,0.001615288,0.0007859051,0.00118727,0.07007232],"category_scores_gemma":[0.007731469,0.0004146271,0.0003115512,0.0004790757,0.0008413165,0.001396859,0.001866071,0.001635979,0.003514924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002867299,"about_ca_system_score_gemma":0.0007288755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008320358,"about_ca_topic_score_gemma":0.001042933,"domain_scores_codex":[0.9992672,0.0003358263,0.00002536175,0.0001812022,0.0001016228,0.00008878794],"domain_scores_gemma":[0.9923827,0.004477982,0.0007670176,0.0009789132,0.0001391759,0.001254262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1521633,0.3015113,0.05204672,0.002560579,0.001088061,0.0008576657,0.005422269,0.003592723,0.07810418,0.0451747,0.007573357,0.3499051],"study_design_scores_gemma":[0.04105677,0.207634,0.5293836,0.002383698,0.002187841,0.001156677,0.007235421,0.01286565,0.03420784,0.103852,0.05764427,0.0003921868],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803459,0.0002787184,0.0008629996,0.0003313987,0.00008527925,0.0001259841,0.0001731335,0.00004910185,0.01774749],"genre_scores_gemma":[0.9807447,0.00058905,0.001561273,0.0003106831,0.00006390919,0.0004084604,0.0003508462,0.00007557365,0.01589551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07007232,"threshold_uncertainty_score":0.2344153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06567417193131765,"score_gpt":0.3074915992761151,"score_spread":0.2418174273447975,"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."}}