{"id":"W7000580239","doi":"","title":"Faria de Vasconcelos and the Didactics of Natural Sciences in the contex of the First Republic","year":2021,"lang":"en","type":"article","venue":"Repositorio Universidade de Évora (Universidade de Évora)","topic":"Historical Education and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pillar; Portuguese; Quarter (Canadian coin); Natural (archaeology); Doctoral studies","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001818941,0.0001482889,0.0002858317,0.0001018181,0.001571826,0.0001843348,0.001023588,0.0002130342,0.00002925747],"category_scores_gemma":[0.001010456,0.0001068151,0.0002467619,0.00204704,0.002360993,0.0003886762,0.000154657,0.0005207951,7.593348e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009688376,"about_ca_system_score_gemma":0.002321353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007791044,"about_ca_topic_score_gemma":0.002024406,"domain_scores_codex":[0.9972326,0.001121218,0.0002582595,0.0002941776,0.0006549515,0.0004387506],"domain_scores_gemma":[0.9976656,0.001180347,0.0003567341,0.0003841235,0.0003072945,0.0001059438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009768937,0.0002316274,0.05487332,0.00006295004,0.0001312638,0.00006798642,0.3472947,0.00009167147,0.001535985,0.5885626,0.006547733,0.0005024402],"study_design_scores_gemma":[0.002756536,0.00008289929,0.1265959,0.0001744095,0.0003016319,0.00008619046,0.6562108,0.0009652469,0.001656454,0.002213019,0.2085408,0.0004160965],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032595,0.0010687,0.0001501598,0.05461364,0.0009363159,0.0004277966,0.00001111662,0.00003420184,0.03949854],"genre_scores_gemma":[0.9959987,0.0002028733,0.0003104686,0.0006954378,0.0001381305,0.000002137526,0.000001587585,0.000008045651,0.002642666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5863496,"threshold_uncertainty_score":0.999728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470072301768058,"score_gpt":0.2647628289194245,"score_spread":0.2500621059017439,"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."}}