{"id":"W7128927826","doi":"10.5281/zenodo.18643323","title":"Tipos de Pintura en Polvo y sus aditivos","year":2023,"lang":"es","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Conceptual architecture; Automatic identification and data capture; Context (archaeology)","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001509846,0.0002211777,0.0002181437,0.000331095,0.00269654,0.00296189,0.001123162,0.0001380226,0.07738373],"category_scores_gemma":[0.001026869,0.0002212081,0.00006535599,0.00094082,0.000236041,0.0003435363,0.001249604,0.0002551126,0.103551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587874,"about_ca_system_score_gemma":0.00001404084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001798096,"about_ca_topic_score_gemma":5.330392e-7,"domain_scores_codex":[0.9968519,0.001096305,0.0003435048,0.000518445,0.0004476704,0.0007422378],"domain_scores_gemma":[0.9986793,0.00004565699,0.0001251442,0.0004351721,0.00044108,0.0002736666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002078423,0.00009088311,0.000005005787,0.0002777334,0.0000390246,0.00003797328,0.003195541,0.00005765914,0.5702049,0.005954562,0.3925915,0.02733733],"study_design_scores_gemma":[0.0003680711,0.000346451,0.001162215,0.00007978651,0.00001859972,0.0001219604,0.0004901918,0.0004402785,0.04639135,0.0001910881,0.9501212,0.0002687636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7697107,0.0002110066,0.0007382003,0.005862527,0.001926642,0.00131292,0.001319722,0.006364973,0.2125534],"genre_scores_gemma":[0.9879414,0.0006016658,0.00007529127,0.0002769553,0.0007460155,1.189226e-7,0.0008113788,0.001538051,0.008009156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5575297,"threshold_uncertainty_score":0.9986018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03639140926401154,"score_gpt":0.2590479449089872,"score_spread":0.2226565356449756,"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."}}