{"id":"W2086197335","doi":"10.1590/s0104-14282001000300006","title":"Esculpindo Superfícies de Polímeros com Luz","year":2001,"lang":"ca","type":"article","venue":"Polímeros","topic":"Chemistry Education and Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Humanities; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006572852,0.000258976,0.000424356,0.0008239571,0.0009747745,0.000930195,0.0002756221,0.0004610863,0.006147871],"category_scores_gemma":[0.001800662,0.0002070416,0.0002615576,0.0008463657,0.0008867815,0.001019653,0.001207645,0.0005720407,0.0008523287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008216763,"about_ca_system_score_gemma":0.0004853994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003776348,"about_ca_topic_score_gemma":0.006397395,"domain_scores_codex":[0.9993553,0.00007434428,0.00001565953,0.0001798234,0.0002447341,0.000130217],"domain_scores_gemma":[0.998807,0.0003943403,0.0002067708,0.0001265726,0.0003680526,0.00009730453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001083793,0.0001729183,0.01111465,0.0004668559,0.00003916186,0.0003870238,0.003936406,0.0003843969,0.8604358,0.004268567,0.000648308,0.1170621],"study_design_scores_gemma":[0.00003614196,0.001702723,0.04114616,0.00006231443,0.00007529031,0.0003658614,0.003204006,0.0005053492,0.9089347,0.002047764,0.04189087,0.00002882246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781114,0.003665256,0.002598783,0.0002404017,0.00002938293,0.0000337476,0.0001069366,0.00007007692,0.015144],"genre_scores_gemma":[0.9847251,0.001967891,0.001460998,0.0001060397,0.00001358368,0.00003102164,0.00009125177,0.00003761004,0.01156652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006147871,"threshold_uncertainty_score":0.02056664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894579138955798,"score_gpt":0.3998471498112257,"score_spread":0.3509013584216677,"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."}}