{"id":"W7067368297","doi":"","title":"The mass schooling process in Portugal: a unique pathway?","year":2018,"lang":"en","type":"other","venue":"Repositório Científico do Instituto Politécnico de Lisboa (Instituto Politécnico de Lisboa)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Universalization; Portuguese; Equity (law); Legislation; Social equality; Lifelong learning; Quarter (Canadian coin); Compulsory education","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.007539406,0.005729664,0.004909738,0.006192891,0.003001867,0.004394343,0.009727058,0.005832021,0.001262409],"category_scores_gemma":[0.004833408,0.005317261,0.002232814,0.007357332,0.004784109,0.002150124,0.002072056,0.006670768,0.007103538],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01252242,"about_ca_system_score_gemma":0.01821961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01532436,"about_ca_topic_score_gemma":0.01637293,"domain_scores_codex":[0.9683441,0.002423668,0.006221056,0.006603932,0.005034616,0.01137266],"domain_scores_gemma":[0.9784048,0.0008001858,0.005072443,0.009855266,0.001480741,0.004386562],"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":[0.001927562,0.003540641,0.03771089,0.00334511,0.002480383,0.007258624,0.006481343,0.003725598,0.005916265,0.3947174,0.5294842,0.003412066],"study_design_scores_gemma":[0.004967615,0.0004324157,0.001359261,0.007079071,0.0007172193,0.002765251,0.001213042,0.001862034,0.00398753,0.003825335,0.9660429,0.005748308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03154904,0.01508846,0.00103783,0.001224971,0.007880493,0.009469725,0.002111865,0.007202495,0.9244351],"genre_scores_gemma":[0.2773484,0.006037502,0.007455636,0.005128453,0.01844075,0.006459896,0.001801464,0.01400914,0.6633188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4365588,"threshold_uncertainty_score":0.9996506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106234729749945,"score_gpt":0.2794980549567233,"score_spread":0.2684357076592239,"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."}}