{"id":"W4319969364","doi":"10.3390/coatings13020397","title":"Antifouling Coatings Fabricated by Laser Cladding","year":2023,"lang":"en","type":"article","venue":"Coatings","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Science and Technology Commission of Shanghai Municipality; Natural Science Foundation of Shanghai","keywords":"Biofouling; Materials science; Scanning electron microscope; Diffractometer; Cladding (metalworking); Composite material; Laser; Contact angle; Fabrication; Surface energy; Laser power scaling; Optics; Chemistry","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":[0.0001850303,0.0004401573,0.0003090385,0.0003507831,0.0002306041,0.0002477305,0.0004511962,0.0004206747,0.0007514306],"category_scores_gemma":[0.0002993571,0.000254395,0.0003144553,0.0002254277,0.0002573762,0.0003514595,0.0002256979,0.0004253111,0.0002929011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003921474,"about_ca_system_score_gemma":0.0002302098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228816,"about_ca_topic_score_gemma":0.002536958,"domain_scores_codex":[0.999718,0.00001062534,0.00001672,0.00005045734,0.000158675,0.00004554891],"domain_scores_gemma":[0.999765,0.00003152086,0.00006242904,0.0000303868,0.00009372692,0.00001695186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000008183156,0.000002961756,0.00007358178,0.00003199927,0.000001808998,0.00001627478,0.000006931661,0.00005194281,0.9987521,0.00001940922,0.00001895196,0.001015916],"study_design_scores_gemma":[0.000001534183,0.00003587666,0.0006805402,0.000001958236,0.000003086428,0.00004001342,0.000007847508,0.0006002085,0.9980863,0.000006759274,0.0005334468,0.000002398185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832287,0.001239962,0.01256013,0.00005753385,0.00007876344,0.00004832962,0.000131874,0.0002174434,0.002437358],"genre_scores_gemma":[0.9758792,0.0008929793,0.02028358,0.0000550647,0.00001678536,0.00004111957,0.0001876186,0.00004783839,0.002595826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001228816,"threshold_uncertainty_score":0.002845287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007642803660934492,"score_gpt":0.1954606310957858,"score_spread":0.1878178274348513,"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."}}