{"id":"W2998983321","doi":"10.1177/0262489319897632","title":"Production and characterization of fully biobased foamed films based on gelatin","year":2020,"lang":"en","type":"article","venue":"Cellular Polymers","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Calendering; Materials science; Gelatin; Composite material; Extrusion; Ultimate tensile strength; Tannic acid; Thermal stability; Fourier transform infrared spectroscopy; Chemical engineering; Chemistry; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007974289,0.0001177151,0.0001524204,0.00005850248,0.00007035014,0.00002609316,0.00009679021,0.00004727069,0.0002587752],"category_scores_gemma":[0.00004893431,0.0001119612,0.00003504506,0.0001653846,0.00009227826,0.00008206556,0.00002032269,0.00005300241,0.00002979936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007190022,"about_ca_system_score_gemma":0.00003434324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001741268,"about_ca_topic_score_gemma":2.598002e-7,"domain_scores_codex":[0.9991146,0.00007510121,0.0001887056,0.000287012,0.0001811141,0.0001534336],"domain_scores_gemma":[0.9995592,0.00002364798,0.0001307557,0.0001688204,0.00002146572,0.00009614292],"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":[0.00008666248,0.00003427771,0.0003219683,0.00004178653,0.000003075301,0.000001850016,0.0002365508,0.00002327896,0.9976518,0.00002647788,0.00002837619,0.001543852],"study_design_scores_gemma":[0.0002107415,0.0001735289,0.0007478056,0.00003829628,0.00001741878,6.515565e-7,0.00003744044,0.007652368,0.9909049,0.000002281362,0.00009723295,0.0001173341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99642,0.0001503615,0.001508839,0.001216998,0.000244888,0.0001290995,0.00002791309,0.00007557338,0.0002262989],"genre_scores_gemma":[0.9990837,0.000003451395,0.0002416399,0.000404228,0.00007255119,0.000007172919,0.00005355643,0.00001461518,0.0001190874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007629089,"threshold_uncertainty_score":0.4565647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078452107404508,"score_gpt":0.1915284512929827,"score_spread":0.1807439302189376,"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."}}