{"id":"W2034342154","doi":"10.1080/03071375.2010.9747599","title":"TOWARDS A NEW MODEL OF BRANCH ATTACHMENT","year":2010,"lang":"en","type":"article","venue":"Arboricultural Journal","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Manchester","keywords":"Argument (complex analysis); Simple (philosophy); Xylem; Set (abstract data type); Computer science; Epistemology; Cognitive science; Operations research; Psychology; Mathematics; Philosophy; Biology; Botany; Programming language","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":[0.001647666,0.0008841463,0.001074261,0.00173364,0.002487797,0.004298745,0.003311541,0.003792102,0.009569355],"category_scores_gemma":[0.002516869,0.0008020431,0.001409767,0.001070795,0.006477827,0.01067183,0.003362401,0.004874296,0.004885278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002870542,"about_ca_system_score_gemma":0.002085612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004598056,"about_ca_topic_score_gemma":0.00368466,"domain_scores_codex":[0.9991751,0.00019476,0.00003808293,0.0001979652,0.0002583396,0.0001356315],"domain_scores_gemma":[0.9988946,0.0002430544,0.00009931515,0.0001931986,0.0003671737,0.000202772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006119646,0.000004477221,0.00008332563,0.00001984964,0.000002591429,0.00003034344,0.0001600606,0.003216321,0.0003314494,0.9912392,0.001697899,0.003208353],"study_design_scores_gemma":[0.000006497869,0.00001757843,0.000130469,0.00002974103,0.000004523331,0.00006989711,0.00009411572,0.01788873,0.00009047059,0.9563122,0.02534065,0.00001517585],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0259596,0.008352039,0.6999246,0.02029125,0.002599638,0.00008867218,0.0003134526,0.0006113965,0.2418593],"genre_scores_gemma":[0.5778478,0.01318774,0.2622225,0.004749471,0.00308386,0.0005156946,0.0005126194,0.0008333197,0.1370469],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009569355,"threshold_uncertainty_score":0.03201264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597298911949521,"score_gpt":0.2373168168326509,"score_spread":0.2213438277131557,"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."}}