{"id":"W2783005224","doi":"","title":"O MOVIMENTO MAKER: ENFOQUE NOS FABLABS BRASILEIROS","year":2018,"lang":"pt","type":"article","venue":"Revista Livre de Sustentabilidade e Empreendedorismo","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001451002,0.001641255,0.001697802,0.0005588015,0.00183195,0.003366612,0.001550491,0.0008446025,0.02993531],"category_scores_gemma":[0.0003029123,0.001645018,0.001226411,0.0004820077,0.001677923,0.000966846,0.0005879349,0.001346349,0.004784045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055983,"about_ca_system_score_gemma":0.0008271142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001751111,"about_ca_topic_score_gemma":0.0006285671,"domain_scores_codex":[0.9909491,0.0008884325,0.00215722,0.002075326,0.001328417,0.002601485],"domain_scores_gemma":[0.9939508,0.0006197054,0.0008489076,0.002590413,0.0008752646,0.001114851],"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":[0.001455856,0.003681796,0.029869,0.003677988,0.001650232,0.000641889,0.1252523,0.00001711077,0.001782111,0.2625469,0.5541769,0.01524802],"study_design_scores_gemma":[0.002587413,0.002306325,0.007042971,0.0008938093,0.000870508,0.0001673734,0.04143229,0.0006992675,0.00111541,0.0007874016,0.9396842,0.002413059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7039114,0.01972925,0.0027017,0.002962073,0.01096073,0.008591825,0.002354407,0.002014874,0.2467737],"genre_scores_gemma":[0.8601273,0.0005033489,0.0001981154,0.001426421,0.00904715,0.0001749539,0.0001663127,0.0003376969,0.1280187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3855073,"threshold_uncertainty_score":0.9996335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03009388813872094,"score_gpt":0.2744440866797327,"score_spread":0.2443501985410118,"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."}}