{"id":"W7100762596","doi":"","title":"Using direct and indirect measu y i","year":2007,"lang":"en","type":"article","venue":"","topic":"Language Acquisition and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shrub; Canopy; Interception; Leaf area index; Vegetation (pathology); Taiga","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001263322,0.001021376,0.0006535218,0.001643047,0.0005127669,0.001655689,0.0009354286,0.0009448171,0.005756995],"category_scores_gemma":[0.002343992,0.0003782952,0.0006465184,0.0013222,0.0005958905,0.0009106775,0.001656869,0.0006452678,0.003703287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006399507,"about_ca_system_score_gemma":0.0005859092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007069594,"about_ca_topic_score_gemma":0.01448371,"domain_scores_codex":[0.9976264,0.000316711,0.0001099885,0.0008952963,0.0008726593,0.0001789866],"domain_scores_gemma":[0.9983214,0.0002960631,0.0002693078,0.0002473618,0.0007803067,0.00008550176],"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":[0.0006936694,0.0003002258,0.291348,0.001053647,0.0006847992,0.000393156,0.001364127,0.001379017,0.3720731,0.001976457,0.003975865,0.3247578],"study_design_scores_gemma":[0.0001048586,0.001624689,0.6101067,0.0003734175,0.0009509688,0.001929912,0.001875005,0.02711682,0.302247,0.001855933,0.05141905,0.0003955849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7630521,0.004358984,0.1637179,0.0002304338,0.0004144993,0.0007837137,0.005881414,0.001549121,0.06001175],"genre_scores_gemma":[0.8091806,0.001718894,0.1577836,0.0004853846,0.0001970488,0.0009565819,0.00459969,0.0002547053,0.0248236],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.994243,"threshold_uncertainty_score":0.0192591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07679624166893373,"score_gpt":0.3970914609802956,"score_spread":0.3202952193113618,"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."}}