{"id":"W2010549321","doi":"10.5539/ach.v2n2p236","title":"Advices about How to Make Career Planning for College Students","year":2010,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Plan (archaeology); Quality (philosophy); Career planning; Psychology; Sociology; Base (topology); Public relations; Management; Pedagogy; Political science; Computer science; Economics; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004697128,0.001193674,0.0009279175,0.002528824,0.00422728,0.001896146,0.002408108,0.008188955,0.07853317],"category_scores_gemma":[0.02847395,0.0007098578,0.001597245,0.001005897,0.001273744,0.003302532,0.002091485,0.007854038,0.02402859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001838361,"about_ca_system_score_gemma":0.008163515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01581218,"about_ca_topic_score_gemma":0.0510891,"domain_scores_codex":[0.9976107,0.00122781,0.0001797458,0.00009615892,0.0005226417,0.0003629645],"domain_scores_gemma":[0.9760669,0.006183401,0.0008318627,0.0005438199,0.006103772,0.01027017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005568323,0.0009337306,0.001836452,0.000330036,0.00001984148,0.0006281072,0.001503958,0.0003924328,0.0003771368,0.0008149212,0.8727265,0.1203812],"study_design_scores_gemma":[0.0006893528,0.0004505258,0.0234535,0.004393538,0.0001086877,0.001343606,0.02551126,0.001421363,0.0007036419,0.02936957,0.9122445,0.0003103878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01283512,0.005513219,0.01822244,0.8501588,0.01385673,0.002060483,0.0009009705,0.003409805,0.09304243],"genre_scores_gemma":[0.09383124,0.02362938,0.2196507,0.3653707,0.01277617,0.009134524,0.002603339,0.0011096,0.2718944],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07853317,"threshold_uncertainty_score":0.2627196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03064315300622317,"score_gpt":0.3377793483120473,"score_spread":0.3071361953058241,"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."}}