{"id":"W4385674495","doi":"10.29327/147294.1-48","title":"ENCONTROS E DESENCONTROS NAS VEREDAS DA INICIAÇÃO CIENTÍFICA","year":2021,"lang":"pt","type":"article","venue":"","topic":"Science and Science Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Computer science; Physics","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002664957,0.000315748,0.0004449216,0.0001909876,0.002249505,0.001286586,0.001226335,0.000303546,0.009169205],"category_scores_gemma":[0.002698731,0.0002958736,0.000296143,0.003739659,0.00108354,0.001419612,0.0002081825,0.0003544625,0.002555521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003656697,"about_ca_system_score_gemma":0.00428976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139608,"about_ca_topic_score_gemma":0.008317277,"domain_scores_codex":[0.9943445,0.0005858225,0.0006643297,0.001191182,0.001843229,0.001370963],"domain_scores_gemma":[0.996965,0.0005428438,0.0002615865,0.0007629134,0.0007614089,0.0007062858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000656035,0.002381396,0.04177328,0.00005446213,0.000133237,0.0002703445,0.4554278,0.0001465989,0.04686581,0.2044262,0.1954543,0.053001],"study_design_scores_gemma":[0.001788596,0.0003370046,0.02493853,0.0001780977,0.0001594208,0.00004700901,0.6494663,0.006301341,0.01071076,0.007232601,0.2970821,0.001758204],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7391469,0.001317332,0.000984962,0.06210607,0.01910385,0.000922629,0.00003108042,0.000244785,0.1761423],"genre_scores_gemma":[0.8730829,0.0002141277,0.0002482914,0.00309104,0.000996954,0.00002732804,0.000009750011,0.00001368471,0.1223159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1971936,"threshold_uncertainty_score":0.9999493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09078729000934117,"score_gpt":0.3799450042333037,"score_spread":0.2891577142239625,"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."}}