{"id":"W6958701235","doi":"10.6084/m9.figshare.29485796","title":"<b>Flexible Metal Hose &amp; Custom Hose Assemblies</b>","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fabrication; Key (lock); Coupling (piping); Production (economics)","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":["insufficient_payload"],"category_scores_codex":[0.0006371271,0.001171317,0.0003888443,0.001443266,0.001115999,0.00150254,0.001229826,0.001190531,0.5496561],"category_scores_gemma":[0.001155466,0.0004967952,0.0003819422,0.0009615623,0.000504342,0.001336121,0.00151428,0.0009033603,0.3346547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009464374,"about_ca_system_score_gemma":0.0009077836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005951475,"about_ca_topic_score_gemma":0.0157929,"domain_scores_codex":[0.9993826,0.00004166733,0.00002398696,0.00008569442,0.0003825781,0.00008345853],"domain_scores_gemma":[0.9987508,0.0001388355,0.00009267816,0.0001780095,0.0005775909,0.0002621246],"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":[0.00007800604,0.00004107338,0.0002163543,0.0001693948,0.000003200234,0.0001341516,0.00004578677,0.0001500243,0.01412713,0.00369792,0.8657919,0.115545],"study_design_scores_gemma":[0.00001099131,0.00002957444,0.0005862469,0.00002631353,0.000002026645,0.0001510207,0.00001834782,0.0002938592,0.004033853,0.0003487588,0.9944841,0.00001481824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002498919,0.0009448229,0.01536071,0.001049393,0.001192643,0.0003565179,0.007928662,0.01445032,0.956218],"genre_scores_gemma":[0.01145151,0.0005326925,0.01023956,0.0008033569,0.0001468737,0.0001603517,0.00493025,0.002766398,0.9689689],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4503439,"threshold_uncertainty_score":0.6423609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03898070149373135,"score_gpt":0.2452084969789875,"score_spread":0.2062277954852562,"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."}}