{"id":"W7149880878","doi":"","title":"Innovators’ triumph","year":2013,"lang":"ru","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Nomination; Competitor analysis; Exhibition; Competition (biology); Event (particle physics); Front (military)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01653166,0.00126943,0.0008114862,0.002440822,0.006282366,0.01723524,0.001960679,0.009212799,0.05170589],"category_scores_gemma":[0.01734601,0.0005690437,0.001079919,0.001775285,0.007938674,0.01333324,0.015225,0.0142666,0.01145363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005935457,"about_ca_system_score_gemma":0.005938217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007505721,"about_ca_topic_score_gemma":0.001956165,"domain_scores_codex":[0.9872564,0.002763037,0.0004596789,0.002213203,0.004828637,0.002479037],"domain_scores_gemma":[0.9821385,0.00450613,0.0008924567,0.001025834,0.003031534,0.008405463],"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":[0.000100677,0.00008898468,0.0006463823,0.0003533384,0.00001636245,0.0002265391,0.003788317,0.00007847539,0.0009799583,0.2641916,0.6582341,0.07129528],"study_design_scores_gemma":[0.00001140337,0.00006055394,0.0004156487,0.00007962482,0.000002592262,0.00008203792,0.001035771,0.00005678587,0.0001885632,0.006331322,0.9917262,0.000009608146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0197046,0.02344933,0.004767228,0.5699986,0.07124474,0.0002052973,0.0003985712,0.0005336726,0.309698],"genre_scores_gemma":[0.1676448,0.01311335,0.004136146,0.1929615,0.02642189,0.0004854564,0.0003408102,0.0006775321,0.5942186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05170589,"threshold_uncertainty_score":0.1729735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1877541590667833,"score_gpt":0.5089575963287539,"score_spread":0.3212034372619706,"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."}}