{"id":"W3199614321","doi":"10.3390/technologies9030067","title":"Open-Source Script for Design and 3D Printing of Porous Structures for Soil Science","year":2021,"lang":"en","type":"article","venue":"Technologies","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Agence Nationale de la Recherche","keywords":"3D printing; Slicing; Scripting language; Porosity; Computer science; Software; Toolchain; Tortuosity; Fused filament fabrication; Mechanical engineering; Computer graphics (images); Engineering; Geotechnical engineering","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":[0.001849979,0.001993732,0.001120818,0.0009727877,0.0006433676,0.001522138,0.002272003,0.001367016,0.08044684],"category_scores_gemma":[0.004970742,0.001474066,0.001882674,0.0006568675,0.000683633,0.001623321,0.001686974,0.002208597,0.04158002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006225776,"about_ca_system_score_gemma":0.001549761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009261046,"about_ca_topic_score_gemma":0.00119324,"domain_scores_codex":[0.9991998,0.0001115958,0.0001578255,0.0002021949,0.0002262133,0.0001023596],"domain_scores_gemma":[0.997664,0.001358513,0.0002213205,0.0002548411,0.0003564838,0.0001449553],"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":[0.002181889,0.0008797421,0.009184954,0.008231058,0.000501879,0.003085105,0.001592942,0.02826002,0.1505164,0.02556701,0.459281,0.3107179],"study_design_scores_gemma":[0.0006216246,0.0002956423,0.005187037,0.0008621909,0.0001639848,0.001284836,0.0001335597,0.09168448,0.108573,0.01516908,0.775703,0.0003216042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.006384415,0.000380275,0.4997832,0.0001713904,0.0002859776,0.0007040282,0.02983321,0.4523041,0.01015345],"genre_scores_gemma":[0.04200312,0.0009168086,0.6032466,0.0007065602,0.0001422581,0.005214175,0.09046514,0.2260955,0.03120993],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.08044684,"threshold_uncertainty_score":0.2691215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174345883325511,"score_gpt":0.2585250352656403,"score_spread":0.2267815764323852,"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."}}