{"id":"W4400921264","doi":"10.36315/2024v1end011","title":"The association between perceived discrimination profiles and career aspirations and expectations of high school students","year":2024,"lang":"en","type":"article","venue":"","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Psychology; Computer science; Medical education; Applied psychology; Mathematics education; Medicine","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":[0.0008686967,0.0001814927,0.0002082616,0.0009898759,0.00198652,0.001689652,0.0004249474,0.000423246,0.002597084],"category_scores_gemma":[0.003100497,0.0001626649,0.0003146584,0.0009278844,0.0006613362,0.0004245036,0.001021819,0.000962826,0.0002590792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720413,"about_ca_system_score_gemma":0.003070567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2421181,"about_ca_topic_score_gemma":0.3955239,"domain_scores_codex":[0.9994125,0.00006507015,0.00003804391,0.00004861873,0.000253967,0.0001817324],"domain_scores_gemma":[0.9965753,0.0002983515,0.0008546429,0.00009583658,0.000563768,0.001612075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002652182,0.00007512192,0.9951991,0.000008088367,0.000009283066,0.00002372939,0.001740339,0.00002714753,0.0001176691,0.00008517162,0.0001007903,0.002587038],"study_design_scores_gemma":[0.000001082883,0.00002519172,0.9953817,0.00001083911,0.000002807456,0.00001902126,0.004211918,0.00009196936,0.00002554289,0.00004401059,0.0001811412,0.000004720619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998925,0.00003659821,0.00001928331,0.00006439618,0.000002577481,0.000004418434,0.0000522731,8.767346e-7,0.0008943896],"genre_scores_gemma":[0.9995597,0.00004372148,0.00003069808,0.00001485565,0.000001306901,0.00000323357,0.00007964624,4.696091e-7,0.0002662631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2421181,"threshold_uncertainty_score":0.4814177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064376277632615,"score_gpt":0.3356824639977553,"score_spread":0.2292448362344938,"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."}}